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name,url,comment,category,last_update,star_count,fork_count,contributors_count,created_at,last_commit,repo_path,repo_status,rating,finml_added_date name,url,comment,category,last_update,star_count,fork_count,contributors_count,created_at,last_commit,repo_path,repo_status,rating,finml_added_date
Venture Capital NN,https://github.com/tr7200/National-Culture-and-Venture-Capital-Monitoring,Cox-PH neural network predictions for VC/innovations finance research.,Alternative Finance,,,,,,,tr7200/National-Culture-and-Venture-Capital-Monitoring,,, Venture Capital NN,https://github.com/tr7200/National-Culture-and-Venture-Capital-Monitoring,Cox-PH neural network predictions for VC/innovations finance research.,Alternative Finance,,,,,,,tr7200/National-Culture-and-Venture-Capital-Monitoring,,,
Private Equity,https://github.com/TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquity/blob/master/RightNow%20Technologies/RightNow%20Technologies.ipynb,Valuation models.,Alternative Finance,11/26/20 3:34,8,6,2,1/27/16 21:13,3/14/16 20:03,TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquity,inactive,, Private Equity,https://github.com/TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquity/blob/master/RightNow%20Technologies/RightNow%20Technologies.ipynb,Valuation models.,Alternative Finance,2020-11-26 03:34:45,8.0,6.0,2.0,2016-01-27 21:13:33,2016-03-14 20:03:52,TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquity,inactive,,
VC OLS,https://github.com/fionawhitefield/venture-capital-ols/blob/master/sec_project.ipynb,VC regression.,Alternative Finance,10/6/20 20:56,2,1,1,3/29/18 23:31,3/29/18 23:33,fionawhitefield/venture-capital-ols,inactive,, VC OLS,https://github.com/fionawhitefield/venture-capital-ols/blob/master/sec_project.ipynb,VC regression.,Alternative Finance,2020-10-06 20:56:14,2.0,1.0,1.0,2018-03-29 23:31:13,2018-03-29 23:33:19,fionawhitefield/venture-capital-ols,inactive,,
Watch Valuation,https://github.com/alporter08/Luxury-Watch-Valuation/blob/master/Luxury-Watch-Valuation.ipynb,Analysis of luxury watch data to classify whether a certain model is likely to be over-or undervalued.,Alternative Finance,1/14/21 22:41,4,2,1,2/8/17 18:39,4/27/17 22:55,alporter08/Luxury-Watch-Valuation,inactive,, Watch Valuation,https://github.com/alporter08/Luxury-Watch-Valuation/blob/master/Luxury-Watch-Valuation.ipynb,Analysis of luxury watch data to classify whether a certain model is likely to be over-or undervalued.,Alternative Finance,2021-01-14 22:41:08,4.0,2.0,1.0,2017-02-08 18:39:29,2017-04-27 22:55:55,alporter08/Luxury-Watch-Valuation,inactive,,
Art Valuation,https://github.com/ahmedhosny/theGreenCanvas/blob/gh-pages/ImageProcessing1210.ipynb,Art evaluation analytics.,Alternative Finance,2/26/21 12:10,9,5,1,12/11/14 0:25,12/12/14 21:25,ahmedhosny/theGreenCanvas,inactive,, Art Valuation,https://github.com/ahmedhosny/theGreenCanvas/blob/gh-pages/ImageProcessing1210.ipynb,Art evaluation analytics.,Alternative Finance,2021-02-26 12:10:53,9.0,5.0,1.0,2014-12-11 00:25:39,2014-12-12 21:25:46,ahmedhosny/theGreenCanvas,inactive,,
Blockchain,https://github.com/nud3l/dInvest,Repository for distributed autonomous investment banking.,Alternative Finance,2/6/21 7:38,12,7,2,9/5/16 19:12,4/24/17 10:48,nud3l/dInvest,inactive,, Blockchain,https://github.com/nud3l/dInvest,Repository for distributed autonomous investment banking.,Alternative Finance,2021-02-06 07:38:28,12.0,7.0,2.0,2016-09-05 19:12:40,2017-04-24 10:48:56,nud3l/dInvest,inactive,,
Venture Capital,https://github.com/julian-chan/etothex,Insight into a new founder to make data-driven investment decisions.,Alternative Finance,10/6/20 20:56,3,2,1,12/4/17 8:59,12/13/17 5:35,julian-chan/etothex,inactive,, Venture Capital,https://github.com/julian-chan/etothex,Insight into a new founder to make data-driven investment decisions.,Alternative Finance,2020-10-06 20:56:08,3.0,2.0,1.0,2017-12-04 08:59:44,2017-12-13 05:35:27,julian-chan/etothex,inactive,,
Kiva Crowdfunding,https://github.com/CJL89/Kiva-Crowdfunding/blob/master/Kiva%20Crowdfunding.ipynb,Exploratory data analysis.,Alternative Finance,2/19/21 13:40,5,1,1,2/27/18 16:46,2/13/19 0:15,CJL89/Kiva-Crowdfunding,inactive,, Kiva Crowdfunding,https://github.com/CJL89/Kiva-Crowdfunding/blob/master/Kiva%20Crowdfunding.ipynb,Exploratory data analysis.,Alternative Finance,2021-02-19 13:40:33,5.0,1.0,1.0,2018-02-27 16:46:02,2019-02-13 00:15:27,CJL89/Kiva-Crowdfunding,inactive,,
NYU FRE,https://engineering.nyu.edu/academics/departments/finance-and-risk-engineering,Finance and Risk Engineering (NYU Tandon),Colleges Centers and Departments,,,,,,,,,, Oxford Man,https://www.oxford-man.ox.ac.uk/,Oxford-Man Institute of Quantitative Finance,Colleges Centers and Departments,,,,,,,,,,
Cornell University,https://www.cornell.edu/,,Colleges Centers and Departments,,,,,,,,,, Berkeley Lab CIFT,https://cs.lbl.gov/news-media/news/news-archive/2010/berkeley-lab-launches-new-center-for-innovative-financial-technology/,,Colleges Centers and Departments,,,,,,,,,,
Stanford Advanced Financial Technologies,https://fintech.stanford.edu/,Stanford Advanced Financial Technologies Laboratory,Colleges Centers and Departments,,,,,,,,,, NYU Courant,https://cims.nyu.edu/,"Courant Institute of Mathematical Sciences, New York University",Colleges Centers and Departments,,,,,,,,,,
NYU Courant,https://cims.nyu.edu/,"Courant Institute of Mathematical Sciences, New York University",Colleges Centers and Departments,,,,,,,,,, Cornell University,https://www.cornell.edu/,,Colleges Centers and Departments,,,,,,,,,,
Berkeley Lab CIFT,https://cs.lbl.gov/news-media/news/news-archive/2010/berkeley-lab-launches-new-center-for-innovative-financial-technology/,,Colleges Centers and Departments,,,,,,,,,, NYU FRE,https://engineering.nyu.edu/academics/departments/finance-and-risk-engineering,Finance and Risk Engineering (NYU Tandon),Colleges Centers and Departments,,,,,,,,,,
Oxford Man,https://www.oxford-man.ox.ac.uk/,Oxford-Man Institute of Quantitative Finance,Colleges Centers and Departments,,,,,,,,,, Stanford Advanced Financial Technologies,https://fintech.stanford.edu/,Stanford Advanced Financial Technologies Laboratory,Colleges Centers and Departments,,,,,,,,,,
Algo Trading,https://github.com/JCreeks/Machine-Learning-in-Finance/tree/master/0_Intro_to_Algo_Trading,Intro to algo trading.,Courses,3/12/21 11:02,64,25,1,10/29/17 20:34,1/22/19 6:56,JCreeks/Machine-Learning-in-Finance,inactive,, Handson Python for Finance,https://github.com/PacktPublishing/Hands-on-Python-for-Finance,Hands-on Python for Finance published by Packt.,Courses,2021-04-01 05:48:41,119.0,107.0,3.0,2018-08-20 14:10:37,2021-01-15 08:57:06,PacktPublishing/Hands-on-Python-for-Finance,active,,
Basic Derivatives,https://github.com/SeanMcOwen/FinanceAndPython.com-Derivatives,Basic forward contracts and hedging.,Courses,3/31/21 2:08,4,4,1,8/24/17 0:11,10/13/17 1:32,SeanMcOwen/FinanceAndPython.com-Derivatives,inactive,, Basic Finance,https://github.com/SeanMcOwen/FinanceAndPython.com-BasicFinance,Source code notebooks basic finance applications.,Courses,2021-03-31 02:09:16,10.0,8.0,1.0,2017-05-06 02:39:05,2017-06-21 04:04:09,SeanMcOwen/FinanceAndPython.com-BasicFinance,inactive,,
Machine Learning for Trading,https://github.com/stefan-jansen/machine-learning-for-trading,"Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading.",Courses,3/31/21 11:07,3663,1145,7,5/9/18 12:33,3/19/21 14:10,stefan-jansen/machine-learning-for-trading,active,, ML Specialisation,https://github.com/Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization,Machine Learning in Finance.,Courses,2021-03-31 02:08:49,33.0,32.0,1.0,2019-01-24 02:55:01,2020-01-03 21:54:16,Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization,active,,
Mathematical Finance,https://github.com/yadongli/nyumath2048,NYU Math-GA 2048: Scientific Computing in Finance.,Courses,1/14/21 18:01,69,63,6,1/25/15 21:10,3/25/20 4:24,yadongli/nyumath2048,active,, Basic Investments,https://github.com/SeanMcOwen/FinanceAndPython.com-Investments,Basic investment tools in python.,Courses,2021-03-23 06:32:10,9.0,5.0,1.0,2017-08-02 21:52:19,2017-08-17 03:24:53,SeanMcOwen/FinanceAndPython.com-Investments,inactive,,
Python for Finance,https://github.com/siaen/python_finance_course,CEU python for finance course material.,Courses,3/31/21 2:08,16,15,4,12/12/17 11:54,2/25/20 20:31,siaen/python_finance_course,active,, Risk Management,https://github.com/andrey-lukyanov/Risk-Management,Finance risk engagement course resources.,Courses,2020-11-12 00:49:51,6.0,5.0,3.0,2018-10-03 16:26:14,2018-12-13 08:04:15,andrey-lukyanov/Risk-Management,inactive,,
Risk Management,https://github.com/andrey-lukyanov/Risk-Management,Finance risk engagement course resources.,Courses,11/12/20 0:49,6,5,3,10/3/18 16:26,12/13/18 8:04,andrey-lukyanov/Risk-Management,inactive,, Basic Derivatives,https://github.com/SeanMcOwen/FinanceAndPython.com-Derivatives,Basic forward contracts and hedging.,Courses,2021-03-31 02:08:39,4.0,4.0,1.0,2017-08-24 00:11:37,2017-10-13 01:32:23,SeanMcOwen/FinanceAndPython.com-Derivatives,inactive,,
Handson Python for Finance,https://github.com/PacktPublishing/Hands-on-Python-for-Finance,Hands-on Python for Finance published by Packt.,Courses,3/26/21 22:26,120,107,3,8/20/18 14:10,1/15/21 8:57,PacktPublishing/Hands-on-Python-for-Finance,active,, Mathematical Finance,https://github.com/yadongli/nyumath2048,NYU Math-GA 2048: Scientific Computing in Finance.,Courses,2021-01-14 18:01:08,69.0,63.0,6.0,2015-01-25 21:10:37,2020-03-25 04:24:25,yadongli/nyumath2048,active,,
Basic Investments,https://github.com/SeanMcOwen/FinanceAndPython.com-Investments,Basic investment tools in python.,Courses,3/23/21 6:32,9,5,1,8/2/17 21:52,8/17/17 3:24,SeanMcOwen/FinanceAndPython.com-Investments,inactive,, Machine Learning for Trading,https://github.com/stefan-jansen/machine-learning-for-trading,"Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading.",Courses,2021-04-04 01:48:57,3717.0,1165.0,7.0,2018-05-09 12:33:08,2021-03-19 14:10:47,stefan-jansen/machine-learning-for-trading,active,,
ML Specialisation,https://github.com/Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization,Machine Learning in Finance.,Courses,3/31/21 2:08,33,31,1,1/24/19 2:55,1/3/20 21:54,Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization,active,, Algo Trading,https://github.com/JCreeks/Machine-Learning-in-Finance/tree/master/0_Intro_to_Algo_Trading,Intro to algo trading.,Courses,2021-03-12 11:02:04,64.0,25.0,1.0,2017-10-29 20:34:54,2019-01-22 06:56:08,JCreeks/Machine-Learning-in-Finance,inactive,,
Basic Finance,https://github.com/SeanMcOwen/FinanceAndPython.com-BasicFinance,Source code notebooks basic finance applications.,Courses,3/31/21 2:09,10,8,1,5/6/17 2:39,6/21/17 4:04,SeanMcOwen/FinanceAndPython.com-BasicFinance,inactive,, Python for Finance,https://github.com/siaen/python_finance_course,CEU python for finance course material.,Courses,2021-03-31 02:08:55,16.0,15.0,4.0,2017-12-12 11:54:46,2020-02-25 20:31:41,siaen/python_finance_course,active,,
https://fred.stlouisfed.org/,https://fred.stlouisfed.org/,,Data,,,,,,,,,, IRS,http://social-metrics.org/sox/,,Data,,,,,,,,,,
Financial Corporate,http://raw.rutgers.edu/Corporate%20Financial%20Data.html,,Data,,,,,,,,,, Employee Count SEC Filings,https://github.com/healthgradient/sec_employee_information_extraction,,Data,2021-02-27 03:33:31,10.0,2.0,1.0,2018-06-26 23:33:51,2018-08-14 01:31:13,healthgradient/sec_employee_information_extraction,inactive,,
https://github.com/timestocome/StockMarketData,https://github.com/timestocome/StockMarketData,,Data,3/26/21 22:35,7,6,1,5/10/17 21:49,8/6/17 19:23,timestocome/StockMarketData,,, EDGAR,https://github.com/TiesdeKok/UW_Python_Camp/blob/master/Materials/Session_5/EDGAR_walkthrough.ipynb,,Data,2021-01-23 19:22:59,11.0,10.0,1.0,2018-06-11 22:51:57,2018-07-10 18:03:52,TiesdeKok/UW_Python_Camp,inactive,,
https://stooq.com,https://stooq.com,,Data,,,,,,,,,, Open Edgar,https://github.com/LexPredict/openedgar,,Data,2021-04-02 16:21:48,167.0,61.0,6.0,2018-05-07 15:32:31,2019-05-15 08:32:30,LexPredict/openedgar,active,,
http://finance.yahoo.com/,http://finance.yahoo.com/,,Data,,,,,,,,,, SEC Parsing,https://github.com/healthgradient/sec-doc-info-extraction/blob/master/classify_sections_containing_relevant_information.ipynb,,Data,2021-02-27 06:34:55,9.0,6.0,1.0,2018-06-16 14:30:06,2018-06-16 17:23:46,healthgradient/sec-doc-info-extraction,inactive,,
Non-financial Corporate,http://raw.rutgers.edu/Non-Financial%20Corporate%20Data.html,,Data,,,,,,,,,, Web Scraping (FirmAI),https://github.com/firmai/business-machine-learning/blob/master/www.firmai.org/data,,Data,2021-03-28 12:43:58,576.0,183.0,2.0,2019-02-19 19:02:59,2020-07-22 16:48:21,firmai/business-machine-learning,active,,
Rating Industries,http://www.ratingshistory.info/,,Data,,,,,,,,,, Capital Markets Data,https://www.capitalmarketsdata.com/,,Data,,,,,,,,,,
Capital Markets Data,https://www.capitalmarketsdata.com/,,Data,,,,,,,,,, https://github.com/timestocome/StockMarketData,https://github.com/timestocome/StockMarketData,,Data,2021-03-26 22:35:04,7.0,6.0,1.0,2017-05-10 21:49:45,2017-08-06 19:23:18,timestocome/StockMarketData,inactive,,
IRS,http://social-metrics.org/sox/,,Data,,,,,,,,,, Non-financial Corporate,http://raw.rutgers.edu/Non-Financial%20Corporate%20Data.html,,Data,,,,,,,,,,
Web Scraping (FirmAI),https://github.com/firmai/business-machine-learning/blob/master/www.firmai.org/data,,Data,3/28/21 12:43,576,183,2,2/19/19 19:02,7/22/20 16:48,firmai/business-machine-learning,,, http://finance.yahoo.com/,http://finance.yahoo.com/,,Data,,,,,,,,,,
SEC Parsing,https://github.com/healthgradient/sec-doc-info-extraction/blob/master/classify_sections_containing_relevant_information.ipynb,,Data,2/27/21 6:34,9,6,1,6/16/18 14:30,6/16/18 17:23,healthgradient/sec-doc-info-extraction,,, https://stooq.com,https://stooq.com,,Data,,,,,,,,,,
Open Edgar,https://github.com/LexPredict/openedgar,,Data,3/31/21 6:16,166,61,6,5/7/18 15:32,5/15/19 8:32,LexPredict/openedgar,active,, Financial Corporate,http://raw.rutgers.edu/Corporate%20Financial%20Data.html,,Data,,,,,,,,,,
EDGAR,https://github.com/TiesdeKok/UW_Python_Camp/blob/master/Materials/Session_5/EDGAR_walkthrough.ipynb,,Data,1/23/21 19:22,11,10,1,6/11/18 22:51,7/10/18 18:03,TiesdeKok/UW_Python_Camp,inactive,, https://fred.stlouisfed.org/,https://fred.stlouisfed.org/,,Data,,,,,,,,,,
Employee Count SEC Filings,https://github.com/healthgradient/sec_employee_information_extraction,,Data,2/27/21 3:33,10,2,1,6/26/18 23:33,8/14/18 1:31,healthgradient/sec_employee_information_extraction,,, Rating Industries,http://www.ratingshistory.info/,,Data,,,,,,,,,,
Advanced ML II,https://github.com/hudson-and-thames/research,More implementations of Financial Machine Learning (De Prado).,Data Processing Techniques and Transformations,,,,,,,hudson-and-thames/research,,, Advanced ML II,https://github.com/hudson-and-thames/research,More implementations of Financial Machine Learning (De Prado).,Data Processing Techniques and Transformations,,,,,,,hudson-and-thames/research,,,
Advanced ML,https://github.com/BlackArbsCEO/Adv_Fin_ML_Exercises,Exercises too Financial Machine Learning (De Prado).,Data Processing Techniques and Transformations,3/30/21 21:50,958,434,4,4/25/18 17:22,1/16/20 17:25,BlackArbsCEO/Adv_Fin_ML_Exercises,,, Advanced ML,https://github.com/BlackArbsCEO/Adv_Fin_ML_Exercises,Exercises too Financial Machine Learning (De Prado).,Data Processing Techniques and Transformations,2021-04-03 06:12:51,964.0,435.0,4.0,2018-04-25 17:22:40,2020-01-16 17:25:41,BlackArbsCEO/Adv_Fin_ML_Exercises,active,,
awesome-deep-trading,https://github.com/cbailes/awesome-deep-trading,curated list of papers/repos on topics like CNN/LSTM/GAN/Reinforcement Learning etc. Categorized as deep learning for now but there are other topics here. Manually maintained by cbailes,Deep Learning,3/31/21 6:59,528,135,1,11/26/18 3:23,1/1/21 9:41,cbailes/awesome-deep-trading,active,4,3/31/21 8:00 crypto-rl,https://github.com/sadighian/crypto-rl,NEW,Deep Learning,2021-04-03 21:08:14,345.0,112.0,1.0,2018-06-21 01:06:01,2020-11-05 11:08:19,sadighian/crypto-rl,active,3.0,3/31/21 8:00
trading-bot,https://github.com/pskrunner14/trading-bot,Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper python libraries used here are [tqdm](https://tqdm.github.io/) for console based progress bar and [altair](https://altair-viz.github.io/) for declarative visualization in python ,Deep Learning,3/31/21 9:46,285,137,1,8/13/18 10:44,1/23/20 4:41,pskrunner14/trading-bot,active,3,3/31/21 8:00 DeepLearningInFinance,https://github.com/sonaam1234/DeepLearningInFinance,NEW,Deep Learning,2021-03-08 13:09:27,266.0,145.0,1.0,2017-08-21 16:00:42,2017-08-21 17:23:48,sonaam1234/DeepLearningInFinance,inactive,3.0,3/31/21 8:00
Advanced-Deep-Trading,https://github.com/Rachnog/Advanced-Deep-Trading,"notebooks containing experiments based on Lopez de Prado book ""Advances in financial machine learning"". Mostly not deep learning related but rather sklearn regression models. Interesting libraries include [mlfinlab](https://github.com/hudson-and-thames/mlfinlab) for calculating return stats and [shap](https://github.com/slundberg/shap) for explaining models. Examlpe of shap can be which features are pushing the value up and and which features are pushing the value down. Also contain functions for calculating geometric brownian motion and jump diffusion functions. ",Deep Learning,3/30/21 7:29,319,158,2,2/16/19 21:18,11/29/20 20:12,Rachnog/Advanced-Deep-Trading,active,3,3/31/21 8:00 LTSM GRU,https://github.com/RajatHanda/Finance-Forecasting,Stock Market Forecasting using LSTM\GRU.,Deep Learning,2021-03-29 23:59:32,11.0,6.0,1.0,2018-05-13 02:39:32,2019-02-25 00:26:42,RajatHanda/Finance-Forecasting,inactive,3.0,
deep-RL-trading,https://github.com/golsun/deep-RL-trading,NEW,Deep Learning,3/25/21 17:52,231,109,1,2/25/18 17:41,12/1/20 22:06,golsun/deep-RL-trading,active,3,3/31/21 8:00 Deep Learning,https://github.com/keon/deepstock,Technical experimentations to beat the stock market using deep learning.,Deep Learning,2021-03-24 14:45:00,427.0,154.0,2.0,2016-12-12 02:15:12,2017-03-04 08:37:29,keon/deepstock,inactive,4.0,
FinRL-Library,https://github.com/AI4Finance-LLC/FinRL-Library,NEW,Deep Learning,3/31/21 15:40,1780,423,22,7/26/20 13:18,3/28/21 13:46,AI4Finance-LLC/FinRL-Library,active,5,3/31/21 8:00 Deep Learning II,https://github.com/LiamConnell/deep-algotrading/tree/master/notebooks,Tensorflow Regression.,Deep Learning,2021-03-21 06:53:56,174.0,67.0,1.0,2016-07-12 12:56:10,2018-02-16 02:43:36,LiamConnell/deep-algotrading,inactive,3.0,
RLTrader,https://github.com/notadamking/RLTrader,NEW,Deep Learning,3/30/21 14:02,1300,448,15,4/27/19 18:35,10/17/19 16:25,notadamking/RLTrader,active,5,3/31/21 8:00 Neural Network,https://github.com/VivekPa/IntroNeuralNetworks,Neural networks to predict stock prices.,Deep Learning,2021-04-03 11:59:40,489.0,177.0,2.0,2018-09-10 06:34:53,2018-11-21 07:39:31,VivekPa/IntroNeuralNetworks,inactive,4.0,
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020,https://github.com/AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020,NEW,Deep Learning,3/31/21 15:40,542,238,6,7/26/20 13:12,1/21/21 18:11,AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020,active,4,3/31/21 8:00 Deep Learning IV,https://github.com/achillesrasquinha/bulbea,Bulbea: Deep Learning based Python Library.,Deep Learning,2021-04-02 01:36:03,1451.0,416.0,1.0,2017-03-09 06:11:06,2017-03-19 07:42:49,achillesrasquinha/bulbea,inactive,5.0,
BitcoinForecast,https://github.com/PiSimo/BitcoinForecast,NEW,Deep Learning,3/29/21 5:38,287,127,3,3/10/17 10:52,6/11/18 8:07,PiSimo/BitcoinForecast,inactive,3,3/31/21 8:00 AI Trading,https://github.com/borisbanushev/stockpredictionai/blob/master/readme2.md,AI to predict stock market movements.,Deep Learning,2021-04-03 21:14:18,2857.0,1378.0,1.0,2019-01-09 08:02:47,2019-02-11 16:32:47,borisbanushev/stockpredictionai,inactive,5.0,
AutomatedStockTrading-DeepQ-Learning,https://github.com/sachink2010/AutomatedStockTrading-DeepQ-Learning,NEW,Deep Learning,3/24/21 1:11,134,51,2,2/23/19 12:01,2/25/20 18:16,sachink2010/AutomatedStockTrading-DeepQ-Learning,active,3,3/31/21 8:00 ARIMA-LTSM Hybrid,https://github.com/imhgchoi/Corr_Prediction_ARIMA_LSTM_Hybrid,Hybrid model to predict future price correlation coefficients of two assets.,Deep Learning,2021-04-02 15:32:31,219.0,83.0,1.0,2018-08-05 02:13:21,2018-10-01 11:25:53,imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predict,inactive,3.0,
Personae,https://github.com/Ceruleanacg/Personae,NEW,Deep Learning,3/31/21 15:38,1142,332,2,3/10/18 11:22,9/2/18 17:21,Ceruleanacg/Personae,inactive,5,3/31/21 8:00 LTSM Recurrent,https://github.com/VivekPa/AIAlpha,OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network.,Deep Learning,2021-04-03 10:48:59,1199.0,371.0,2.0,2018-10-07 03:58:26,2019-08-03 09:00:44,VivekPa/AIAlpha,active,4.0,
Deep-Reinforcement-Stock-Trading,https://github.com/Albert-Z-Guo/Deep-Reinforcement-Stock-Trading,NEW,Deep Learning,3/30/21 17:57,140,40,2,5/19/19 22:20,9/27/20 19:22,Albert-Z-Guo/Deep-Reinforcement-Stock-Trading,active,3,3/31/21 8:00 Deep-Reinforcement-Learning-in-Trading,https://github.com/saeed349/Deep-Reinforcement-Learning-in-Trading,NEW,Deep Learning,2021-03-31 10:40:16,137.0,66.0,1.0,2018-05-11 00:52:14,2019-10-26 14:22:44,saeed349/Deep-Reinforcement-Learning-in-Trading,active,3.0,3/31/21 8:00
Deep-Learning-Machine-Learning-Stock,https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock,NEW,Deep Learning,3/25/21 17:56,251,93,1,9/29/18 23:38,3/18/21 3:16,LastAncientOne/Deep-Learning-Machine-Learning-Stock,active,3,3/31/21 8:00 Deep Learning III,https://github.com/Rachnog/Deep-Trading,Algorithmic trading with deep learning experiments.,Deep Learning,2021-04-03 05:26:29,1264.0,675.0,1.0,2016-06-18 18:23:06,2018-08-07 15:24:45,Rachnog/Deep-Trading,inactive,5.0,
trading-rl,https://github.com/Kostis-S-Z/trading-rl,NEW,Deep Learning,3/31/21 16:01,179,38,2,4/22/19 10:03,9/28/20 9:07,Kostis-S-Z/trading-rl,active,3,3/31/21 8:00 Stock-Prediction-Models,https://github.com/huseinzol05/Stock-Prediction-Models,NEW,Deep Learning,2021-04-03 20:09:41,3599.0,1521.0,2.0,2017-12-18 10:49:59,2021-01-05 10:31:50,huseinzol05/Stock-Prediction-Models,active,5.0,3/31/21 8:00
DQN-DDPG_Stock_Trading,https://github.com/AI4Finance-LLC/DQN-DDPG_Stock_Trading,NEW,Deep Learning,3/31/21 15:40,134,49,4,9/19/18 3:17,11/26/20 16:58,AI4Finance-LLC/DQN-DDPG_Stock_Trading,active,3,3/31/21 8:00 RLTrader,https://github.com/notadamking/RLTrader,NEW,Deep Learning,2021-04-03 20:09:48,1304.0,449.0,15.0,2019-04-27 18:35:15,2019-10-17 16:25:49,notadamking/RLTrader,active,5.0,3/31/21 8:00
Stock-Prediction-Models,https://github.com/huseinzol05/Stock-Prediction-Models,NEW,Deep Learning,3/31/21 8:38,3584,1520,2,12/18/17 10:49,1/5/21 10:31,huseinzol05/Stock-Prediction-Models,active,5,3/31/21 8:00 trading-rl,https://github.com/Kostis-S-Z/trading-rl,NEW,Deep Learning,2021-03-31 16:01:48,179.0,38.0,2.0,2019-04-22 10:03:21,2020-09-28 09:07:18,Kostis-S-Z/trading-rl,active,3.0,3/31/21 8:00
Deep-Reinforcement-Learning-in-Trading,https://github.com/saeed349/Deep-Reinforcement-Learning-in-Trading,NEW,Deep Learning,3/31/21 10:40,137,66,1,5/11/18 0:52,10/26/19 14:22,saeed349/Deep-Reinforcement-Learning-in-Trading,active,3,3/31/21 8:00 awesome-deep-trading,https://github.com/cbailes/awesome-deep-trading,curated list of papers/repos on topics like CNN/LSTM/GAN/Reinforcement Learning etc. Categorized as deep learning for now but there are other topics here. Manually maintained by cbailes,Deep Learning,2021-04-03 19:52:25,541.0,137.0,1.0,2018-11-26 03:23:04,2021-01-01 09:41:21,cbailes/awesome-deep-trading,active,4.0,3/31/21 8:00
crypto-rl,https://github.com/sadighian/crypto-rl,NEW,Deep Learning,3/29/21 21:17,339,110,1,6/21/18 1:06,11/5/20 11:08,sadighian/crypto-rl,active,3,3/31/21 8:00 trading-bot,https://github.com/pskrunner14/trading-bot,Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper python libraries used here are [tqdm](https://tqdm.github.io/) for console based progress bar and [altair](https://altair-viz.github.io/) for declarative visualization in python ,Deep Learning,2021-04-02 18:45:15,286.0,139.0,1.0,2018-08-13 10:44:08,2020-01-23 04:41:20,pskrunner14/trading-bot,active,3.0,3/31/21 8:00
DeepLearningInFinance,https://github.com/sonaam1234/DeepLearningInFinance,NEW,Deep Learning,3/8/21 13:09,266,145,1,8/21/17 16:00,8/21/17 17:23,sonaam1234/DeepLearningInFinance,inactive,3,3/31/21 8:00 Advanced-Deep-Trading,https://github.com/Rachnog/Advanced-Deep-Trading,"notebooks containing experiments based on Lopez de Prado book ""Advances in financial machine learning"". Mostly not deep learning related but rather sklearn regression models. Interesting libraries include [mlfinlab](https://github.com/hudson-and-thames/mlfinlab) for calculating return stats and [shap](https://github.com/slundberg/shap) for explaining models. Examlpe of shap can be which features are pushing the value up and and which features are pushing the value down. Also contain functions for calculating geometric brownian motion and jump diffusion functions. ",Deep Learning,2021-03-30 07:29:06,319.0,158.0,2.0,2019-02-16 21:18:00,2020-11-29 20:12:59,Rachnog/Advanced-Deep-Trading,active,3.0,3/31/21 8:00
LTSM GRU,https://github.com/RajatHanda/Finance-Forecasting,Stock Market Forecasting using LSTM\GRU.,Deep Learning,3/29/21 23:59,11,6,1,5/13/18 2:39,2/25/19 0:26,RajatHanda/Finance-Forecasting,active,3, FinRL-Library,https://github.com/AI4Finance-LLC/FinRL-Library,NEW,Deep Learning,2021-04-04 01:53:52,1807.0,433.0,22.0,2020-07-26 13:18:16,2021-04-03 23:21:19,AI4Finance-LLC/FinRL-Library,active,5.0,3/31/21 8:00
Deep Learning,https://github.com/keon/deepstock,Technical experimentations to beat the stock market using deep learning.,Deep Learning,3/24/21 14:45,427,154,2,12/12/16 2:15,3/4/17 8:37,keon/deepstock,inactive,4, Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020,https://github.com/AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020,NEW,Deep Learning,2021-04-03 10:08:31,547.0,240.0,6.0,2020-07-26 13:12:53,2021-01-21 18:11:59,AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020,active,4.0,3/31/21 8:00
Deep Learning II,https://github.com/LiamConnell/deep-algotrading/tree/master/notebooks,Tensorflow Regression.,Deep Learning,3/21/21 6:53,174,68,1,7/12/16 12:56,2/16/18 2:43,LiamConnell/deep-algotrading,inactive,3, deep-RL-trading,https://github.com/golsun/deep-RL-trading,NEW,Deep Learning,2021-04-01 12:51:09,233.0,109.0,1.0,2018-02-25 17:41:42,2020-12-01 22:06:39,golsun/deep-RL-trading,active,3.0,3/31/21 8:00
Deep Learning III,https://github.com/Rachnog/Deep-Trading,Algorithmic trading with deep learning experiments.,Deep Learning,3/26/21 6:28,1262,675,1,6/18/16 18:23,8/7/18 15:24,Rachnog/Deep-Trading,inactive,5, AutomatedStockTrading-DeepQ-Learning,https://github.com/sachink2010/AutomatedStockTrading-DeepQ-Learning,NEW,Deep Learning,2021-03-24 01:11:36,134.0,51.0,2.0,2019-02-23 12:01:21,2020-02-25 18:16:34,sachink2010/AutomatedStockTrading-DeepQ-Learning,active,3.0,3/31/21 8:00
Deep Learning IV,https://github.com/achillesrasquinha/bulbea,Bulbea: Deep Learning based Python Library.,Deep Learning,3/28/21 15:58,1448,416,1,3/9/17 6:11,3/19/17 7:42,achillesrasquinha/bulbea,active,5, Personae,https://github.com/Ceruleanacg/Personae,NEW,Deep Learning,2021-03-31 15:38:46,1142.0,332.0,2.0,2018-03-10 11:22:00,2018-09-02 17:21:38,Ceruleanacg/Personae,inactive,5.0,3/31/21 8:00
AI Trading,https://github.com/borisbanushev/stockpredictionai/blob/master/readme2.md,AI to predict stock market movements.,Deep Learning,3/29/21 14:35,2852,1379,1,1/9/19 8:02,2/11/19 16:32,borisbanushev/stockpredictionai,inactive,5, Deep-Reinforcement-Stock-Trading,https://github.com/Albert-Z-Guo/Deep-Reinforcement-Stock-Trading,NEW,Deep Learning,2021-04-03 22:50:43,141.0,42.0,2.0,2019-05-19 22:20:05,2020-09-27 19:22:28,Albert-Z-Guo/Deep-Reinforcement-Stock-Trading,active,3.0,3/31/21 8:00
Neural Network,https://github.com/VivekPa/IntroNeuralNetworks,Neural networks to predict stock prices.,Deep Learning,3/30/21 18:13,488,177,2,9/10/18 6:34,11/21/18 7:39,VivekPa/IntroNeuralNetworks,inactive,4, Deep-Learning-Machine-Learning-Stock,https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock,NEW,Deep Learning,2021-04-04 01:27:04,264.0,94.0,1.0,2018-09-29 23:38:06,2021-03-18 03:16:36,LastAncientOne/Deep-Learning-Machine-Learning-Stock,active,3.0,3/31/21 8:00
ARIMA-LTSM Hybrid,https://github.com/imhgchoi/Corr_Prediction_ARIMA_LSTM_Hybrid,Hybrid model to predict future price correlation coefficients of two assets.,Deep Learning,3/16/21 4:35,218,83,1,8/5/18 2:13,10/1/18 11:25,imhgchoi/Corr_Prediction_ARIMA_LSTM_Hybrid,active,3, BitcoinForecast,https://github.com/PiSimo/BitcoinForecast,NEW,Deep Learning,2021-04-03 08:03:11,288.0,127.0,3.0,2017-03-10 10:52:02,2018-06-11 08:07:02,PiSimo/BitcoinForecast,inactive,3.0,3/31/21 8:00
LTSM Recurrent,https://github.com/VivekPa/AIAlpha,OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network.,Deep Learning,3/30/21 3:12,1198,370,2,10/7/18 3:58,8/3/19 9:00,VivekPa/AIAlpha,active,4, DQN-DDPG_Stock_Trading,https://github.com/AI4Finance-LLC/DQN-DDPG_Stock_Trading,NEW,Deep Learning,2021-04-03 21:48:43,135.0,49.0,4.0,2018-09-19 03:17:06,2020-11-26 16:58:00,AI4Finance-LLC/DQN-DDPG_Stock_Trading,active,3.0,3/31/21 8:00
Computational Derivatives,https://github.com/chenbowen184/Computational_Finance,Projects focusing on investigating simulations and computational techniques applied in finance.,Derivatives and Hedging,1/12/21 12:22,17,12,1,1/29/18 5:01,8/2/18 5:56,chenbowen184/Computational_Finance,,, Derman,https://github.com/rstreppa/valuation-convertibles-Goldman1994/blob/master/ConvertibleBond_Goldman1994_Derman.ipynb,Binomial tree for American call.,Derivatives and Hedging,2020-10-06 20:37:15,1.0,3.0,1.0,2018-05-18 18:08:16,2018-09-21 19:59:01,rstreppa/valuation-convertibles-Goldman1994,inactive,,
Delta Hedging,https://github.com/RobinsonGarcia/delta-hedging,Advanced derivatives.,Derivatives and Hedging,2/27/21 8:48,3,2,1,3/2/18 23:53,7/17/18 23:32,RobinsonGarcia/delta-hedging,,, Hull White,https://github.com/rstreppa/valuation-callables-HullWhite/blob/master/CallableBond_HullWhite.ipynb,"Callable Bond, Hull White.",Derivatives and Hedging,2020-10-06 20:37:16,4.0,6.0,1.0,2018-06-06 22:06:06,2018-06-06 22:27:02,rstreppa/valuation-callables-HullWhite,inactive,,
Options Risk Measures,https://github.com/wanglouis49/risk_estimation,Efficient financial risk estimation via computer experiment design (regression + variance-reduced sampling).,Derivatives and Hedging,10/6/20 20:37,1,2,1,4/29/16 3:51,1/16/18 1:24,wanglouis49/risk_estimation,,, Derivative Markets,https://github.com/broughtj/Fin6470/tree/master/Notebooks,"The economics of futures, futures, options, and swaps.",Derivatives and Hedging,2021-03-18 03:47:54,8.0,8.0,1.0,2016-02-09 05:30:27,2021-03-18 03:47:47,broughtj/Fin6470,active,,
Derivatives Python,https://github.com/yhilpisch/dawp/tree/master/python36,Derivative analytics with Python.,Derivatives and Hedging,3/23/21 15:35,387,297,1,7/9/15 12:27,2/22/21 13:29,yhilpisch/dawp,,, Options,https://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5D,Introduction to options.,Derivatives and Hedging,2021-04-04 00:48:36,332.0,165.0,36.0,2017-07-28 15:48:29,2021-03-17 17:17:08,QuantConnect/Tutorials,active,,
Options,https://github.com/PHBS/2018.M1.ASP/tree/master/py,Black Scholes and Copula.,Derivatives and Hedging,,,,,,,PHBS/2018.M1.ASP,,, Volatility and Variance Derivatives,https://github.com/yhilpisch/lvvd/tree/master/lvvd,Volatility derivatives analytics.,Derivatives and Hedging,2021-03-23 12:10:07,78.0,77.0,1.0,2016-10-21 04:12:50,2021-02-22 13:32:00,yhilpisch/lvvd,active,,
Option Strategies,https://github.com/rstreppa/valuation-OptionStrategies,"Valuation of Vanilla and Exotic option strategies (Butterfly, Risk Reversal etc.) with widget animations.",Derivatives and Hedging,2/27/21 8:50,2,3,1,5/22/18 18:27,5/22/18 18:30,rstreppa/valuation-OptionStrategies,,, Reinforcement Learning,https://github.com/FinTechies/HedgingRL,Hedging portfolios with reinforcement learning.,Derivatives and Hedging,2021-01-20 08:12:13,16.0,9.0,1.0,2017-04-21 10:58:56,2017-08-02 21:41:06,FinTechies/HedgingRL,inactive,,
Black Scholes,https://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynb,Options pricing.,Derivatives and Hedging,10/6/20 20:36,1,2,0,12/9/17 18:50,7/9/18 9:48,irajwani/numerical_methods_python,,, Option Strategies,https://github.com/rstreppa/valuation-OptionStrategies,"Valuation of Vanilla and Exotic option strategies (Butterfly, Risk Reversal etc.) with widget animations.",Derivatives and Hedging,2021-02-27 08:50:16,2.0,3.0,1.0,2018-05-22 18:27:26,2018-05-22 18:30:24,rstreppa/valuation-OptionStrategies,inactive,,
Hull White,https://github.com/rstreppa/valuation-callables-HullWhite/blob/master/CallableBond_HullWhite.ipynb,"Callable Bond, Hull White.",Derivatives and Hedging,10/6/20 20:37,4,6,1,6/6/18 22:06,6/6/18 22:27,rstreppa/valuation-callables-HullWhite,,, Options,https://github.com/PHBS/2018.M1.ASP/tree/master/py,Black Scholes and Copula.,Derivatives and Hedging,,,,,,,PHBS/2018.M1.ASP,,,
Reinforcement Learning,https://github.com/FinTechies/HedgingRL,Hedging portfolios with reinforcement learning.,Derivatives and Hedging,1/20/21 8:12,16,9,1,4/21/17 10:58,8/2/17 21:41,FinTechies/HedgingRL,,, Derivatives Python,https://github.com/yhilpisch/dawp/tree/master/python36,Derivative analytics with Python.,Derivatives and Hedging,2021-03-23 15:35:23,387.0,297.0,1.0,2015-07-09 12:27:29,2021-02-22 13:29:18,yhilpisch/dawp,active,,
Volatility and Variance Derivatives,https://github.com/yhilpisch/lvvd/tree/master/lvvd,Volatility derivatives analytics.,Derivatives and Hedging,3/23/21 12:10,78,77,1,10/21/16 4:12,2/22/21 13:32,yhilpisch/lvvd,,, Options Risk Measures,https://github.com/wanglouis49/risk_estimation,Efficient financial risk estimation via computer experiment design (regression + variance-reduced sampling).,Derivatives and Hedging,2020-10-06 20:37:02,1.0,2.0,1.0,2016-04-29 03:51:25,2018-01-16 01:24:07,wanglouis49/risk_estimation,inactive,,
Options,https://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5D,Introduction to options.,Derivatives and Hedging,3/27/21 22:51,328,164,36,7/28/17 15:48,3/17/21 17:17,QuantConnect/Tutorials,,, Delta Hedging,https://github.com/RobinsonGarcia/delta-hedging,Advanced derivatives.,Derivatives and Hedging,2021-02-27 08:48:27,3.0,2.0,1.0,2018-03-02 23:53:53,2018-07-17 23:32:23,RobinsonGarcia/delta-hedging,inactive,,
Derivative Markets,https://github.com/broughtj/Fin6470/tree/master/Notebooks,"The economics of futures, futures, options, and swaps.",Derivatives and Hedging,3/18/21 3:47,8,8,1,2/9/16 5:30,3/18/21 3:47,broughtj/Fin6470,,, Computational Derivatives,https://github.com/chenbowen184/Computational_Finance,Projects focusing on investigating simulations and computational techniques applied in finance.,Derivatives and Hedging,2021-01-12 12:22:31,17.0,12.0,1.0,2018-01-29 05:01:52,2018-08-02 05:56:49,chen-bowen/Computational_Finance,inactive,,
Derman,https://github.com/rstreppa/valuation-convertibles-Goldman1994/blob/master/ConvertibleBond_Goldman1994_Derman.ipynb,Binomial tree for American call.,Derivatives and Hedging,10/6/20 20:37,1,3,1,5/18/18 18:08,9/21/18 19:59,rstreppa/valuation-convertibles-Goldman1994,,, Black Scholes,https://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynb,Options pricing.,Derivatives and Hedging,2020-10-06 20:36:29,1.0,2.0,0.0,2017-12-09 18:50:20,2018-07-09 09:48:36,irajwani/numerical_methods_python,inactive,,
Real Estate Property Fraud,https://github.com/aviroop1/Real_Estate_Property_Fraud,Unsupervised fraud detection model that can identify likely candidates of fraud.,Extended Research,,,,,,,aviroop1/Real_Estate_Property_Fraud,,, Life-cycle,https://github.com/atulram/Finance-and-Stocks/blob/master/CompanyLifeCycle.ipynb,Company life cycle.,Extended Research,2020-12-21 14:42:43,3.0,3.0,1.0,2019-01-19 18:16:47,2019-02-18 16:57:19,atulram/Finance-and-Stocks,inactive,,
HFT,https://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy,High frequency trading.,Extended Research,3/29/21 17:04,742,331,1,7/21/16 5:14,2/14/17 16:47,rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy,,, Computational Finance,https://github.com/lnsongxf/Applied_Computational_Economics_and_Finance,Applied Computational Economics and Finance.,Extended Research,2021-03-07 17:47:01,12.0,13.0,1.0,2017-08-27 03:46:33,2017-08-26 04:26:04,lnsongxf/Applied_Computational_Economics_and_Finance,inactive,,
Deep Portfolio,https://github.com/DLColumbia/DL_forFinance,Deep learning for finance Predict volume of bonds.,Extended Research,1/12/21 11:48,27,20,2,5/8/18 19:34,5/9/18 15:39,DLColumbia/DL_forFinance,,, Bayesian Finance,https://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynb,Notebook PyMC3 implementation.,Extended Research,2021-04-03 15:17:52,231.0,55.0,1.0,2018-08-28 14:45:00,2020-08-06 22:03:47,marketneutral/alphatools,active,,
NLP Finance Papers,https://github.com/chenbowen184/Research_Documents_Curation_with_NLP,Curating quantitative finance papers using machine learning.,Extended Research,2/27/21 6:33,8,9,1,10/11/18 20:32,12/24/18 23:27,chenbowen184/Research_Documents_Curation_with_NLP,,, Corporate Finance,https://github.com/SeanMcOwen/FinanceAndPython.com-CorporateFinance,Basic corporate finance.,Extended Research,2021-01-16 19:01:31,9.0,4.0,1.0,2017-09-09 03:35:24,2017-09-09 23:04:48,SeanMcOwen/FinanceAndPython.com-CorporateFinance,inactive,,
Simulation,https://github.com/chenbowen184/Computational_Finance,Investigating simulations as part of computational finance.,Extended Research,1/12/21 12:22,17,12,1,1/29/18 5:01,8/2/18 5:56,chenbowen184/Computational_Finance,,, Mathematical Finance,https://github.com/Auquan/Tutorials,Notebooks for math and financial tutorials.,Extended Research,2021-03-31 18:05:45,662.0,426.0,9.0,2017-01-21 11:24:18,2020-08-01 17:03:32,Auquan/Tutorials,active,,
Commodity,https://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynb,Commodity influence over Brazilian stocks.,Extended Research,,,,,,,felipessalvatore/fin2vec,,, Economic Foundations,https://github.com/SeanMcOwen/FinanceAndPython.com-EconomicFoundations,Basic economic models.,Extended Research,2020-10-06 21:01:59,2.0,3.0,1.0,2017-05-25 02:27:36,2017-06-30 03:53:59,SeanMcOwen/FinanceAndPython.com-EconomicFoundations,inactive,,
Bayesian Finance I,https://github.com/AlexIoannides/pymc-stochastic-process/blob/master/bayes_stoch_proc_calib.ipynb,Stochastic Process Calibration using Bayesian Inference & Probabilistic Programs.,Extended Research,11/28/20 3:02,25,6,0,1/4/19 12:30,2/18/19 9:55,AlexIoannides/pymc-stochastic-process,,, Financial Economics,https://github.com/rsvp/fecon235/tree/master/nb,Financial Economics Models.,Extended Research,2021-03-29 08:31:35,709.0,273.0,2.0,2014-11-09 04:49:01,2018-12-03 16:30:28,rsvp/fecon235,inactive,,
Currency PCA,https://github.com/shanemulqueen/python-finance-pca/blob/master/FX_spots_w_PCA.ipynb,Forex spots PCA.,Extended Research,10/26/20 0:55,3,1,1,3/12/19 21:11,3/12/19 22:09,shanemulqueen/python-finance-pca,,, Finance Graph Theory,https://github.com/AvijitGhosh82/Finance_Graph_Theory,Modelling Contentedness of Firms in Financial Markets with Heterogeneous Agents.,Extended Research,2021-03-28 02:22:22,17.0,7.0,3.0,2018-08-02 02:48:24,2019-03-16 18:39:38,evijit/Finance_Graph_Theory,inactive,,
Backtests,https://github.com/AlgoTraders/stock-analysis-engine,Trading data and algorithms.,Extended Research,3/30/21 2:32,613,162,3,9/16/18 20:00,9/5/20 13:01,AlgoTraders/stock-analysis-engine,,, Market Crash Prediction,https://github.com/sarachmax/MarketCrashes_Prediction/blob/master/LPPL_Comparasion.ipynb,Predicting market crashes using an LPPL model.,Extended Research,2020-10-06 21:01:42,1.0,3.0,1.0,2019-01-24 13:37:45,2019-02-13 16:48:00,sarachmax/MarketCrashes_Prediction,inactive,,
High Frequency,https://github.com/cswaney/prickle,A Python toolkit for high-frequency trade research.,Extended Research,3/22/21 2:19,24,17,2,7/6/16 20:32,6/9/18 10:53,cswaney/prickle,,, M&A,https://github.com/atulram/Finance-and-Stocks,Mergers and Acquisitions.,Extended Research,2020-12-21 14:42:43,3.0,3.0,1.0,2019-01-19 18:16:47,2019-02-18 16:57:19,atulram/Finance-and-Stocks,inactive,,
Critical Transitions,https://github.com/ryanholbrook/critical-transitions,Detecting critical transitions in financial networks with topological data analysis.,Extended Research,1/30/21 11:50,10,3,1,1/22/19 10:59,3/12/19 18:35,ryanholbrook/critical-transitions,,, Behavioural Economics,https://github.com/pcmichaud/notebooks,Behavioural Economics and Finance Python Notebooks.,Extended Research,2021-02-03 07:22:40,9.0,4.0,1.0,2018-12-20 00:21:38,2019-03-26 11:51:46,pcmichaud/notebooks,inactive,,
Liquidity and Momentum,https://github.com/mrefermat/quant_finance,Various factors and portfolio constructions.,Extended Research,3/30/21 0:09,31,15,1,8/11/18 22:59,11/12/19 4:49,mrefermat/quant_finance,,, Applied Corporate Finance,https://github.com/chenbowen184/Data_Science_in_Applied_Corporate_Finance,Studies the empirical behaviours in stock market.,Extended Research,2021-02-19 13:40:37,8.0,9.0,1.0,2018-01-29 05:14:52,2018-07-19 06:25:36,chen-bowen/Data_Science_in_Applied_Corporate_Finance,inactive,,
Applied Corporate Finance,https://github.com/chenbowen184/Data_Science_in_Applied_Corporate_Finance,Studies the empirical behaviours in stock market.,Extended Research,2/19/21 13:40,8,9,1,1/29/18 5:14,7/19/18 6:25,chenbowen184/Data_Science_in_Applied_Corporate_Finance,,, HFT,https://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy,High frequency trading.,Extended Research,2021-04-01 15:27:44,743.0,331.0,1.0,2016-07-21 05:14:14,2017-02-14 16:47:25,rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy,inactive,,
M&A,https://github.com/atulram/Finance-and-Stocks,Mergers and Acquisitions.,Extended Research,12/21/20 14:42,3,3,1,1/19/19 18:16,2/18/19 16:57,atulram/Finance-and-Stocks,,, Critical Transitions,https://github.com/ryanholbrook/critical-transitions,Detecting critical transitions in financial networks with topological data analysis.,Extended Research,2021-01-30 11:50:22,10.0,3.0,1.0,2019-01-22 10:59:50,2019-03-12 18:35:02,ryanholbrook/critical-transitions,inactive,,
Life-cycle,https://github.com/atulram/Finance-and-Stocks/blob/master/CompanyLifeCycle.ipynb,Company life cycle.,Extended Research,12/21/20 14:42,3,3,1,1/19/19 18:16,2/18/19 16:57,atulram/Finance-and-Stocks,,, Real Estate Property Fraud,https://github.com/aviroop1/Real_Estate_Property_Fraud,Unsupervised fraud detection model that can identify likely candidates of fraud.,Extended Research,,,,,,,aviroop1/Real_Estate_Property_Fraud,,,
Computational Finance,https://github.com/lnsongxf/Applied_Computational_Economics_and_Finance,Applied Computational Economics and Finance.,Extended Research,3/7/21 17:47,12,13,1,8/27/17 3:46,8/26/17 4:26,lnsongxf/Applied_Computational_Economics_and_Finance,,, Deep Portfolio,https://github.com/DLColumbia/DL_forFinance,Deep learning for finance Predict volume of bonds.,Extended Research,2021-01-12 11:48:27,27.0,20.0,2.0,2018-05-08 19:34:17,2018-05-09 15:39:25,DLColumbia/DL_forFinance,inactive,,
Bayesian Finance,https://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynb,Notebook PyMC3 implementation.,Extended Research,3/25/21 18:38,229,53,1,8/28/18 14:45,8/6/20 22:03,marketneutral/alphatools,,, NLP Finance Papers,https://github.com/chenbowen184/Research_Documents_Curation_with_NLP,Curating quantitative finance papers using machine learning.,Extended Research,2021-02-27 06:33:23,8.0,9.0,1.0,2018-10-11 20:32:37,2018-12-24 23:27:55,chen-bowen/Research_Documents_Curation_with_NLP,inactive,,
Corporate Finance,https://github.com/SeanMcOwen/FinanceAndPython.com-CorporateFinance,Basic corporate finance.,Extended Research,1/16/21 19:01,9,4,1,9/9/17 3:35,9/9/17 23:04,SeanMcOwen/FinanceAndPython.com-CorporateFinance,,, Simulation,https://github.com/chenbowen184/Computational_Finance,Investigating simulations as part of computational finance.,Extended Research,2021-01-12 12:22:31,17.0,12.0,1.0,2018-01-29 05:01:52,2018-08-02 05:56:49,chen-bowen/Computational_Finance,inactive,,
Mathematical Finance,https://github.com/Auquan/Tutorials,Notebooks for math and financial tutorials.,Extended Research,3/29/21 10:26,661,426,9,1/21/17 11:24,8/1/20 17:03,Auquan/Tutorials,,, Liquidity and Momentum,https://github.com/mrefermat/quant_finance,Various factors and portfolio constructions.,Extended Research,2021-03-30 00:09:34,31.0,15.0,1.0,2018-08-11 22:59:53,2019-11-12 04:49:01,mrefermat/quant_finance,active,,
Behavioural Economics,https://github.com/pcmichaud/notebooks,Behavioural Economics and Finance Python Notebooks.,Extended Research,2/3/21 7:22,9,4,1,12/20/18 0:21,3/26/19 11:51,pcmichaud/notebooks,,, Bayesian Finance I,https://github.com/AlexIoannides/pymc-stochastic-process/blob/master/bayes_stoch_proc_calib.ipynb,Stochastic Process Calibration using Bayesian Inference & Probabilistic Programs.,Extended Research,2020-11-28 03:02:48,25.0,6.0,0.0,2019-01-04 12:30:41,2019-02-18 09:55:21,AlexIoannides/pymc-stochastic-process,inactive,,
Financial Economics,https://github.com/rsvp/fecon235/tree/master/nb,Financial Economics Models.,Extended Research,3/29/21 8:31,709,273,2,11/9/14 4:49,12/3/18 16:30,rsvp/fecon235,,, Currency PCA,https://github.com/shanemulqueen/python-finance-pca/blob/master/FX_spots_w_PCA.ipynb,Forex spots PCA.,Extended Research,2020-10-26 00:55:20,3.0,1.0,1.0,2019-03-12 21:11:29,2019-03-12 22:09:10,shanemulqueen/python-finance-pca,inactive,,
Economic Foundations,https://github.com/SeanMcOwen/FinanceAndPython.com-EconomicFoundations,Basic economic models.,Extended Research,10/6/20 21:01,2,3,1,5/25/17 2:27,6/30/17 3:53,SeanMcOwen/FinanceAndPython.com-EconomicFoundations,,, Backtests,https://github.com/AlgoTraders/stock-analysis-engine,Trading data and algorithms.,Extended Research,2021-04-03 21:19:58,615.0,163.0,3.0,2018-09-16 20:00:36,2020-09-05 13:01:05,AlgoTraders/stock-analysis-engine,active,,
Finance Graph Theory,https://github.com/AvijitGhosh82/Finance_Graph_Theory,Modelling Contentedness of Firms in Financial Markets with Heterogeneous Agents.,Extended Research,3/28/21 2:22,17,7,3,8/2/18 2:48,3/16/19 18:39,AvijitGhosh82/Finance_Graph_Theory,,, High Frequency,https://github.com/cswaney/prickle,A Python toolkit for high-frequency trade research.,Extended Research,2021-03-22 02:19:15,24.0,17.0,2.0,2016-07-06 20:32:21,2018-06-09 10:53:51,cswaney/prickle,inactive,,
Market Crash Prediction,https://github.com/sarachmax/MarketCrashes_Prediction/blob/master/LPPL_Comparasion.ipynb,Predicting market crashes using an LPPL model.,Extended Research,10/6/20 21:01,1,3,1,1/24/19 13:37,2/13/19 16:48,sarachmax/MarketCrashes_Prediction,,, Commodity,https://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynb,Commodity influence over Brazilian stocks.,Extended Research,,,,,,,felipessalvatore/fin2vec,,,
Risk and Return,https://github.com/PyDataBlog/Python-for-Data-Science/tree/master/Tutorials,Riskiness of portfolios and assets.,Factor and Risk Analysis,3/19/21 22:01,139,61,2,9/12/17 13:35,8/6/20 12:35,PyDataBlog/Python-for-Data-Science,,, VaR GaN,https://github.com/hamaadshah/market_risk_gan_keras,Estimate Value-at-Risk for market risk management using Keras and TensorFlow.,Factor and Risk Analysis,2021-03-20 21:53:18,41.0,28.0,1.0,2018-08-06 16:09:44,2020-11-22 19:02:07,hamaadshah/market_risk_gan_tensorflow,active,,
Risk Basic,https://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%203%2C%20Risk.ipynb,Active portfolio risk management .,Factor and Risk Analysis,3/1/21 13:53,31,18,1,5/10/16 11:03,5/17/16 3:44,RJT1990/Active-Portfolio-Management-Notes,,, Pyfolio,https://github.com/quantopian/pyfolio,Portfolio and risk analytics in Python.,Factor and Risk Analysis,2021-04-03 15:55:00,3647.0,1147.0,42.0,2015-06-01 15:31:39,2020-02-28 17:30:19,quantopian/pyfolio,active,,
Quant Finance,https://github.com/mrefermat/quant_finance,General quant repository.,Factor and Risk Analysis,3/30/21 0:09,31,15,1,8/11/18 22:59,11/12/19 4:49,mrefermat/quant_finance,,, Performance Analysis,https://github.com/quantopian/alphalens,Performance analysis of predictive (alpha) stock factors.,Factor and Risk Analysis,2021-04-02 19:02:20,1839.0,693.0,17.0,2016-06-03 21:49:15,2020-04-27 18:40:41,quantopian/alphalens,active,,
Various Risk Measures,https://github.com/Jorgencr/Alternative-and-Responsible-Investments/blob/master/Final_masterfile.ipynb,Risk measures and factors for alternative and responsible investments.,Factor and Risk Analysis,11/4/20 7:04,4,5,1,8/7/17 14:44,8/8/17 22:52,Jorgencr/Alternative-and-Responsible-Investments,,, Python for Finance,https://github.com/yhilpisch/py4fi/tree/master/jupyter36,Various financial notebooks.,Factor and Risk Analysis,2021-04-03 11:16:56,1297.0,792.0,1.0,2014-12-15 11:23:34,2018-07-10 06:38:12,yhilpisch/py4fi,inactive,,
CAPM,https://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%202%2C%20CAPM.ipynb,Expected returns using CAPM.,Factor and Risk Analysis,3/1/21 13:53,31,18,1,5/10/16 11:03,5/17/16 3:44,RJT1990/Active-Portfolio-Management-Notes,,, Convex Optimisation,https://github.com/ssanderson/convex-optimization-for-finance/blob/master/notebooks/Main.ipynb,Convex Optimization for Finance.,Factor and Risk Analysis,2020-11-04 07:19:22,17.0,9.0,1.0,2018-06-26 20:36:47,2019-10-22 21:56:46,ssanderson/convex-optimization-for-finance,active,,
Factor Analysis,https://github.com/garvit-kudesia91/factor_analysis/blob/master/Factor%20Analysis%20of%20Mutual%20Funds.ipynb,Factor analysis for mutual funds.,Factor and Risk Analysis,12/21/20 14:26,3,4,1,3/13/18 7:39,3/13/18 7:42,garvit-kudesia91/factor_analysis,,, Statistical Finance,https://github.com/mrefermat/FinancePhD/tree/master/FinancialExperiments,Various financial experiments.,Factor and Risk Analysis,2021-03-30 00:09:28,21.0,16.0,1.0,2015-10-04 09:10:54,2020-03-28 18:33:58,mrefermat/FinancePhD,active,,
Factor Analysis,https://github.com/alpha-miner/alpha-mind/tree/master/notebooks,Factor strategy notebooks.,Factor and Risk Analysis,3/12/21 22:42,171,59,3,5/1/17 7:36,2/9/21 9:36,alpha-miner/alpha-mind,,, VaR,https://github.com/willb/var-notebook/blob/master/var-notebook/var-pdfs.ipynb,Value-at-risk calculations.,Factor and Risk Analysis,2021-03-31 02:06:48,10.0,9.0,1.0,2016-11-15 19:24:17,2017-01-14 21:19:30,willb/var-notebook,inactive,,
Statistical Finance,https://github.com/mrefermat/FinancePhD/tree/master/FinancialExperiments,Various financial experiments.,Factor and Risk Analysis,3/30/21 0:09,21,16,1,10/4/15 9:10,3/28/20 18:33,mrefermat/FinancePhD,,, Factor Analysis,https://github.com/garvit-kudesia91/factor_analysis/blob/master/Factor%20Analysis%20of%20Mutual%20Funds.ipynb,Factor analysis for mutual funds.,Factor and Risk Analysis,2020-12-21 14:26:46,3.0,4.0,1.0,2018-03-13 07:39:20,2018-03-13 07:42:36,garvit-kudesia91/factor_analysis,inactive,,
Convex Optimisation,https://github.com/ssanderson/convex-optimization-for-finance/blob/master/notebooks/Main.ipynb,Convex Optimization for Finance.,Factor and Risk Analysis,11/4/20 7:19,17,9,1,6/26/18 20:36,10/22/19 21:56,ssanderson/convex-optimization-for-finance,,, Risk and Return,https://github.com/PyDataBlog/Python-for-Data-Science/tree/master/Tutorials,Riskiness of portfolios and assets.,Factor and Risk Analysis,2021-03-19 22:01:05,139.0,61.0,2.0,2017-09-12 13:35:09,2020-08-06 12:35:44,PyDataBlog/Python-for-Data-Science,active,,
VaR,https://github.com/willb/var-notebook/blob/master/var-notebook/var-pdfs.ipynb,Value-at-risk calculations.,Factor and Risk Analysis,10/6/20 20:29,9,9,1,11/15/16 19:24,1/14/17 21:19,willb/var-notebook,,, Risk Basic,https://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%203%2C%20Risk.ipynb,Active portfolio risk management .,Factor and Risk Analysis,2021-03-01 13:53:42,31.0,18.0,1.0,2016-05-10 11:03:48,2016-05-17 03:44:56,RJT1990/Active-Portfolio-Management-Notes,inactive,,
Python for Finance,https://github.com/yhilpisch/py4fi/tree/master/jupyter36,Various financial notebooks.,Factor and Risk Analysis,3/27/21 13:15,1294,791,1,12/15/14 11:23,7/10/18 6:38,yhilpisch/py4fi,,, Factor Analysis,https://github.com/alpha-miner/alpha-mind/tree/master/notebooks,Factor strategy notebooks.,Factor and Risk Analysis,2021-03-12 22:42:55,171.0,59.0,3.0,2017-05-01 07:36:54,2021-02-09 09:36:41,alpha-miner/alpha-mind,active,,
Performance Analysis,https://github.com/quantopian/alphalens,Performance analysis of predictive (alpha) stock factors.,Factor and Risk Analysis,3/30/21 6:28,1835,691,17,6/3/16 21:49,4/27/20 18:40,quantopian/alphalens,,, Various Risk Measures,https://github.com/Jorgencr/Alternative-and-Responsible-Investments/blob/master/Final_masterfile.ipynb,Risk measures and factors for alternative and responsible investments.,Factor and Risk Analysis,2020-11-04 07:04:38,4.0,5.0,1.0,2017-08-07 14:44:32,2017-08-08 22:52:11,Jorgencr/Alternative-and-Responsible-Investments,inactive,,
Pyfolio,https://github.com/quantopian/pyfolio,Portfolio and risk analytics in Python.,Factor and Risk Analysis,3/30/21 15:14,3633,1143,42,6/1/15 15:31,2/28/20 17:30,quantopian/pyfolio,,, CAPM,https://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%202%2C%20CAPM.ipynb,Expected returns using CAPM.,Factor and Risk Analysis,2021-03-01 13:53:42,31.0,18.0,1.0,2016-05-10 11:03:48,2016-05-17 03:44:56,RJT1990/Active-Portfolio-Management-Notes,inactive,,
VaR GaN,https://github.com/hamaadshah/market_risk_gan_keras,Estimate Value-at-Risk for market risk management using Keras and TensorFlow.,Factor and Risk Analysis,3/20/21 21:53,41,28,1,8/6/18 16:09,11/22/20 19:02,hamaadshah/market_risk_gan_keras,,, Quant Finance,https://github.com/mrefermat/quant_finance,General quant repository.,Factor and Risk Analysis,2021-03-30 00:09:34,31.0,15.0,1.0,2018-08-11 22:59:53,2019-11-12 04:49:01,mrefermat/quant_finance,active,,
Vasicek,https://github.com/RobinsonGarcia/fixed-income/blob/master/2.0%20Vasicek%20-%20example.ipynb,Bootstrapping and interpolation.,Fixed Income,12/10/20 21:20,3,3,1,7/18/18 19:26,7/18/18 19:34,RobinsonGarcia/fixed-income,,, Vasicek,https://github.com/RobinsonGarcia/fixed-income/blob/master/2.0%20Vasicek%20-%20example.ipynb,Bootstrapping and interpolation.,Fixed Income,2020-12-10 21:20:03,3.0,3.0,1.0,2018-07-18 19:26:54,2018-07-18 19:34:48,RobinsonGarcia/fixed-income,inactive,,
Corporate Bonds,https://github.com/ishank011/gs-quantify-bond-prediction,Predicting the buying and selling volume of the corporate bonds.,Fixed Income,1/3/21 21:46,7,5,1,9/27/17 19:57,9/27/17 20:00,ishank011/gs-quantify-bond-prediction,,, Binomial Tree,https://github.com/hy-lei/math-finance-exercise,Utility functions in fixed income securities.,Fixed Income,2020-10-06 20:55:18,1.0,2.0,1.0,2019-02-02 08:44:14,2019-05-03 17:16:52,hy-lei/math-finance-toolbox,active,,
Binomial Tree,https://github.com/hy-lei/math-finance-exercise,Utility functions in fixed income securities.,Fixed Income,10/6/20 20:55,1,2,1,2/2/19 8:44,5/3/19 17:16,hy-lei/math-finance-exercise,,, Corporate Bonds,https://github.com/ishank011/gs-quantify-bond-prediction,Predicting the buying and selling volume of the corporate bonds.,Fixed Income,2021-01-03 21:46:55,7.0,5.0,1.0,2017-09-27 19:57:13,2017-09-27 20:00:29,ishank011/gs-quantify-bond-prediction,inactive,,
Trend Following,http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html,A futures trend following portfolio investment strategy.,Other Models,,,,,,,,,, Trend Following,http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html,A futures trend following portfolio investment strategy.,Other Models,,,,,,,,,,
Mixture Models I,https://github.com/BlackArbsCEO/Mixture_Models,Mixture models to predict market bottoms.,Other Models,3/2/21 19:44,31,31,1,3/20/17 18:54,4/25/17 23:35,BlackArbsCEO/Mixture_Models,,, Mixture Models I,https://github.com/BlackArbsCEO/Mixture_Models,Mixture models to predict market bottoms.,Other Models,2021-03-02 19:44:01,31.0,31.0,1.0,2017-03-20 18:54:24,2017-04-25 23:35:20,BlackArbsCEO/Mixture_Models,inactive,,
Mixture Models II,https://github.com/BlackArbsCEO/mixture_model_trading_public,Mixture models and stock trading.,Other Models,3/12/21 13:21,166,73,1,12/11/17 17:05,5/13/20 23:50,BlackArbsCEO/mixture_model_trading_public,,, Mixture Models II,https://github.com/BlackArbsCEO/mixture_model_trading_public,Mixture models and stock trading.,Other Models,2021-03-12 13:21:17,166.0,73.0,1.0,2017-12-11 17:05:38,2020-05-13 23:50:47,BlackArbsCEO/mixture_model_trading_public,active,,
Fundamental LT Forecasts,https://github.com/Hvass-Labs/FinanceOps,Research in investment finance for long term forecasts.,Other Models,3/21/21 19:26,379,126,1,7/22/18 8:14,2/17/21 14:39,Hvass-Labs/FinanceOps,,, Fundamental LT Forecasts,https://github.com/Hvass-Labs/FinanceOps,Research in investment finance for long term forecasts.,Other Models,2021-04-03 10:59:10,381.0,126.0,1.0,2018-07-22 08:14:46,2021-02-17 14:39:30,Hvass-Labs/FinanceOps,active,,
Scikit-learn Stock Prediction,https://github.com/robertmartin8/MachineLearningStocks,Using python and scikit-learn to make stock predictions.,Other Models,3/30/21 18:11,919,344,2,2/12/17 4:50,2/4/21 3:48,robertmartin8/MachineLearningStocks,,, Scikit-learn Stock Prediction,https://github.com/robertmartin8/MachineLearningStocks,Using python and scikit-learn to make stock predictions.,Other Models,2021-04-03 11:22:54,922.0,344.0,2.0,2017-02-12 04:50:44,2021-02-04 03:48:33,robertmartin8/MachineLearningStocks,active,,
Short-Term Movement Cues,https://github.com/anfederico/Clairvoyant,Identify social/historical cues for short term stock movement.,Other Models,3/28/21 16:31,2157,678,1,9/12/16 18:38,8/29/18 20:27,anfederico/Clairvoyant,,, Short-Term Movement Cues,https://github.com/anfederico/Clairvoyant,Identify social/historical cues for short term stock movement.,Other Models,2021-03-31 20:19:04,2158.0,676.0,1.0,2016-09-12 18:38:17,2018-08-29 20:27:19,anfederico/clairvoyant,inactive,,
Machine Learning in Asset Management,https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952,,Personal Papers,,,,,,,,,, Financial Event Prediction using Machine Learning,https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555,,Personal Papers,,,,,,,,,,
Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies,https://jfds.pm-research.com/content/2/1/10,,Personal Papers,,,,,,,,,, Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization,https://jfds.pm-research.com/content/2/2/17,,Personal Papers,,,,,,,,,,
Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization,https://jfds.pm-research.com/content/2/2/17,,Personal Papers,,,,,,,,,, Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies,https://jfds.pm-research.com/content/2/1/10,,Personal Papers,,,,,,,,,,
Financial Event Prediction using Machine Learning,https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555,,Personal Papers,,,,,,,,,, Machine Learning in Asset Management,https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952,,Personal Papers,,,,,,,,,,
PyPortfolioOpt,https://github.com/robertmartin8/PyPortfolioOpt,"Financial portfolio optimisation, including classical efficient frontier and advanced methods.",Portfolio Selection and Optimisation,3/30/21 3:37,1865,476,16,5/29/18 13:30,2/25/21 13:01,robertmartin8/PyPortfolioOpt,,, PyPortfolioOpt,https://github.com/robertmartin8/PyPortfolioOpt,"Financial portfolio optimisation, including classical efficient frontier and advanced methods.",Portfolio Selection and Optimisation,2021-04-03 15:57:14,1875.0,478.0,16.0,2018-05-29 13:30:30,2021-02-25 13:01:56,robertmartin8/PyPortfolioOpt,active,,
DeepDow,https://github.com/jankrepl/deepdow,Portfolio optimization with deep learning.,Portfolio Selection and Optimisation,3/30/21 13:34,303,57,2,2/2/20 8:46,2/16/21 18:50,jankrepl/deepdow,,, DeepDow,https://github.com/jankrepl/deepdow,Portfolio optimization with deep learning.,Portfolio Selection and Optimisation,2021-04-01 16:06:44,306.0,57.0,2.0,2020-02-02 08:46:33,2021-02-16 18:50:53,jankrepl/deepdow,active,,
Modern Portfolio Theory,https://nbviewer.jupyter.org/github/Marigold/universal-portfolios/blob/master/modern-portfolio-theory.ipynb,Universal portfolios; modern portfolio theory.,Portfolio Selection and Optimisation,,,,,,,,,, Modern Portfolio Theory,https://nbviewer.jupyter.org/github/Marigold/universal-portfolios/blob/master/modern-portfolio-theory.ipynb,Universal portfolios; modern portfolio theory.,Portfolio Selection and Optimisation,,,,,,,,,,
OLMAR Algorithm,https://github.com/charlessutton/OLMAR/blob/master/Part3.ipynb,Relative importance of each component of the OLMAR algorithm.,Portfolio Selection and Optimisation,12/16/20 17:28,6,3,1,7/26/16 16:20,12/30/16 11:40,charlessutton/OLMAR,,, OLMAR Algorithm,https://github.com/charlessutton/OLMAR/blob/master/Part3.ipynb,Relative importance of each component of the OLMAR algorithm.,Portfolio Selection and Optimisation,2020-12-16 17:28:05,6.0,3.0,1.0,2016-07-26 16:20:10,2016-12-30 11:40:53,charlessutton/OLMAR,inactive,,
Online Portfolio Selection,https://nbviewer.jupyter.org/github/paulperry/quant/blob/master/OLPS_Comparison.ipynb,****Comparing OLPS algorithms on a diversified set of ETFs.,Portfolio Selection and Optimisation,,,,,,,,,, Online Portfolio Selection,https://nbviewer.jupyter.org/github/paulperry/quant/blob/master/OLPS_Comparison.ipynb,****Comparing OLPS algorithms on a diversified set of ETFs.,Portfolio Selection and Optimisation,,,,,,,,,,
401K Portfolio Optimisation,https://github.com/otosman/Python-for-Finance/blob/master/Portfolio%20Optimization%20401k.ipynb,Portfolio analyses and optimisation for 401K.,Portfolio Selection and Optimisation,12/25/20 9:39,14,5,1,8/1/18 19:48,9/5/19 11:18,otosman/Python-for-Finance,,, 401K Portfolio Optimisation,https://github.com/otosman/Python-for-Finance/blob/master/Portfolio%20Optimization%20401k.ipynb,Portfolio analyses and optimisation for 401K.,Portfolio Selection and Optimisation,2020-12-25 09:39:33,14.0,5.0,1.0,2018-08-01 19:48:24,2019-09-05 11:18:56,otosman/Python-for-Finance,active,,
Policy Gradient Portfolio,https://github.com/ZhengyaoJiang/PGPortfolio,A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.,Portfolio Selection and Optimisation,3/30/21 14:21,1274,629,6,11/12/17 16:08,5/9/19 9:50,ZhengyaoJiang/PGPortfolio,,, Policy Gradient Portfolio,https://github.com/ZhengyaoJiang/PGPortfolio,A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.,Portfolio Selection and Optimisation,2021-03-31 09:42:46,1276.0,628.0,6.0,2017-11-12 16:08:44,2019-05-09 09:50:18,ZhengyaoJiang/PGPortfolio,active,,
Deep Portfolio Theory,https://github.com/tcloaa/Deep-Portfolio-Theory,Autoencoder framework for portfolio selection.,Portfolio Selection and Optimisation,1/30/21 13:50,104,58,1,2/10/17 9:03,3/8/18 16:47,tcloaa/Deep-Portfolio-Theory,,, Deep Portfolio Theory,https://github.com/tcloaa/Deep-Portfolio-Theory,Autoencoder framework for portfolio selection.,Portfolio Selection and Optimisation,2021-01-30 13:50:57,104.0,58.0,1.0,2017-02-10 09:03:08,2018-03-08 16:47:00,tcloaa/Deep-Portfolio-Theory,inactive,,
Efficient Frontier,https://github.com/tthustla/efficient_frontier/blob/master/Efficient%20_Frontier_implementation.ipynb,Modern Portfolio Theory.,Portfolio Selection and Optimisation,3/30/21 0:01,104,57,1,2/17/18 8:19,2/27/18 13:16,tthustla/efficient_frontier,,, Efficient Frontier,https://github.com/tthustla/efficient_frontier/blob/master/Efficient%20_Frontier_implementation.ipynb,Modern Portfolio Theory.,Portfolio Selection and Optimisation,2021-03-30 00:01:39,104.0,57.0,1.0,2018-02-17 08:19:46,2018-02-27 13:16:57,tthustla/efficient_frontier,inactive,,
Reinforcement Learning,https://github.com/filangel/qtrader,Reinforcement Learning for Portfolio Management.,Portfolio Selection and Optimisation,3/29/21 3:47,364,150,1,10/7/17 9:14,6/26/18 9:22,filangel/qtrader,,, Reinforcement Learning,https://github.com/filangel/qtrader,Reinforcement Learning for Portfolio Management.,Portfolio Selection and Optimisation,2021-03-29 03:47:07,364.0,151.0,1.0,2017-10-07 09:14:33,2018-06-26 09:22:27,filangelos/qtrader,inactive,,
Distribution Characteristic Optimisation,https://github.com/VivekPa/OptimalPortfolio,Extends classical portfolio optimisation to take the skewness and kurtosis of the distribution of market invariants into account.,Portfolio Selection and Optimisation,3/18/21 22:35,229,82,3,11/16/18 12:20,7/4/19 1:41,VivekPa/OptimalPortfolio,,, Distribution Characteristic Optimisation,https://github.com/VivekPa/OptimalPortfolio,Extends classical portfolio optimisation to take the skewness and kurtosis of the distribution of market invariants into account.,Portfolio Selection and Optimisation,2021-03-18 22:35:10,229.0,82.0,3.0,2018-11-16 12:20:25,2019-07-04 01:41:46,VivekPa/OptimalPortfolio,active,,
Pair Trading RL,https://github.com/shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading,Using deep actor-critic model to learn best strategies in pair trading.,Reinforcement Learning,3/27/21 2:19,241,114,1,5/18/17 16:47,5/18/17 16:56,shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading,,, RL IV,https://github.com/jjakimoto/DQN,Reinforcement Learning for finance.,Reinforcement Learning,2021-03-25 19:14:20,140.0,55.0,1.0,2016-10-21 02:47:17,2017-04-07 08:11:57,jjakimoto/DQN,inactive,,
RL II,https://github.com/deependersingla/deep_trader,reinforcement learning on stock market and agent tries to learn trading.,Reinforcement Learning,3/29/21 11:10,1340,490,3,6/11/16 7:27,1/22/18 14:35,deependersingla/deep_trader,,, RL Trading,https://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sW,A collection of 25+ Reinforcement Learning Trading Strategies -Google Colab.,Reinforcement Learning,,,,,,,,,,
RL,https://github.com/kh-kim/stock_market_reinforcement_learning,OpenGym with Deep Q-learning and Policy Gradient.,Reinforcement Learning,3/28/21 22:14,712,299,1,10/4/16 14:42,12/23/16 7:34,kh-kim/stock_market_reinforcement_learning,,, RL V,https://github.com/gstenger98/rl-finance,Building an Agent to Trade with Reinforcement Learning.,Reinforcement Learning,2021-01-03 04:36:11,32.0,7.0,5.0,2019-01-16 00:43:36,2020-03-19 20:28:08,gstenger98/rl-finance,active,,
RL III,https://github.com/samre12/deep-trading-agent,Github -Deep Reinforcement Learning based Trading Agent for Bitcoin.,Reinforcement Learning,3/29/21 1:02,575,204,1,9/21/17 17:05,4/13/18 16:33,samre12/deep-trading-agent,,, RL,https://github.com/kh-kim/stock_market_reinforcement_learning,OpenGym with Deep Q-learning and Policy Gradient.,Reinforcement Learning,2021-04-01 14:04:21,713.0,299.0,1.0,2016-10-04 14:42:19,2016-12-23 07:34:08,kh-kim/stock_market_reinforcement_learning,inactive,,
RL IV,https://github.com/jjakimoto/DQN,Reinforcement Learning for finance.,Reinforcement Learning,3/25/21 19:14,140,55,1,10/21/16 2:47,4/7/17 8:11,jjakimoto/DQN,,, RL II,https://github.com/deependersingla/deep_trader,reinforcement learning on stock market and agent tries to learn trading.,Reinforcement Learning,2021-03-29 11:10:37,1340.0,490.0,3.0,2016-06-11 07:27:10,2018-01-22 14:35:50,deependersingla/deep_trader,inactive,,
RL V,https://github.com/gstenger98/rl-finance,Building an Agent to Trade with Reinforcement Learning.,Reinforcement Learning,1/3/21 4:36,32,7,5,1/16/19 0:43,3/19/20 20:28,gstenger98/rl-finance,,, Pair Trading RL,https://github.com/shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading,Using deep actor-critic model to learn best strategies in pair trading.,Reinforcement Learning,2021-03-27 02:19:29,241.0,114.0,1.0,2017-05-18 16:47:11,2017-05-18 16:56:38,shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading,inactive,,
RL Trading,https://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sW,A collection of 25+ Reinforcement Learning Trading Strategies -Google Colab.,Reinforcement Learning,,,,,,,,,, RL III,https://github.com/samre12/deep-trading-agent,Github -Deep Reinforcement Learning based Trading Agent for Bitcoin.,Reinforcement Learning,2021-04-03 20:48:36,576.0,204.0,1.0,2017-09-21 17:05:19,2018-04-13 16:33:21,samre12/deep-trading-agent,inactive,,
Fund classification,https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb,Fund classification using text mining and NLP.,Textual,10/6/20 18:46,3,2,1,4/16/18 22:18,6/7/18 22:01,frechfrechfrech/Mutual-Fund-Market-Clusters,,, Fund classification,https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb,Fund classification using text mining and NLP.,Textual,2021-03-31 02:12:50,4.0,2.0,1.0,2018-04-16 22:18:55,2018-06-07 22:01:32,frechfrechfrech/Mutual-Fund-Market-Clusters,inactive,,
Financial Sentiment Analysis,https://github.com/EricHe98/Financial-Statements-Text-Analysis,"Sentiment, distance and proportion analysis for trading signals.",Textual,1/21/21 8:07,47,27,1,6/23/17 0:05,1/26/19 3:35,EricHe98/Financial-Statements-Text-Analysis,,, Financial Sentiment Analysis,https://github.com/EricHe98/Financial-Statements-Text-Analysis,"Sentiment, distance and proportion analysis for trading signals.",Textual,2021-03-31 23:48:48,48.0,27.0,1.0,2017-06-23 00:05:49,2019-01-26 03:35:55,EricHe98/Financial-Statements-Text-Analysis,inactive,,
NLP Event,https://github.com/yuriak/DLQuant,Applying Deep Learning and NLP in Quantitative Trading.,Textual,3/24/21 2:52,68,31,1,7/2/18 23:50,1/31/19 14:08,yuriak/DLQuant,,, NLP Event,https://github.com/yuriak/DLQuant,Applying Deep Learning and NLP in Quantitative Trading.,Textual,2021-04-01 02:16:38,70.0,31.0,1.0,2018-07-02 23:50:52,2019-01-31 14:08:20,yuriak/DLQuant,inactive,,
Financial Statement Sentiment,https://github.com/MAydogdu/TextualAnalysis,Extracting sentiment from financial statements using neural networks.,Textual,10/22/20 16:32,7,7,1,6/4/18 20:54,6/4/18 20:56,MAydogdu/TextualAnalysis,,, Financial Statement Sentiment,https://github.com/MAydogdu/TextualAnalysis,Extracting sentiment from financial statements using neural networks.,Textual,2021-03-31 02:10:58,8.0,7.0,1.0,2018-06-04 20:54:14,2018-06-04 20:56:02,MAydogdu/TextualAnalysis,inactive,,
Extensive NLP,https://github.com/TiesdeKok/Python_NLP_Tutorial/blob/master/NLP_Notebook.ipynb,Comprehensive NLP techniques for accounting research.,Textual,3/21/21 7:39,73,42,1,10/25/17 7:10,6/5/20 3:28,TiesdeKok/Python_NLP_Tutorial,,, Extensive NLP,https://github.com/TiesdeKok/Python_NLP_Tutorial/blob/master/NLP_Notebook.ipynb,Comprehensive NLP techniques for accounting research.,Textual,2021-03-21 07:39:02,73.0,42.0,1.0,2017-10-25 07:10:26,2020-06-05 03:28:46,TiesdeKok/Python_NLP_Tutorial,active,,
Accounting Anomalies,https://github.com/GitiHubi/deepAI/blob/master/GTC_2018_Lab-solutions.ipynb,Using deep-learning frameworks to identify accounting anomalies.,Textual,3/30/21 3:25,106,50,2,5/24/17 12:36,8/7/19 21:47,GitiHubi/deepAI,,, Accounting Anomalies,https://github.com/GitiHubi/deepAI/blob/master/GTC_2018_Lab-solutions.ipynb,Using deep-learning frameworks to identify accounting anomalies.,Textual,2021-03-31 02:11:18,107.0,51.0,2.0,2017-05-24 12:36:38,2019-08-07 21:47:08,GitiHubi/deepAI,active,,
Buzzwords,https://github.com/swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Funds,Return performance and mutual fund selection.,Textual,10/6/20 18:54,1,4,1,2/4/18 21:51,2/4/18 21:57,swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Funds,,, Buzzwords,https://github.com/swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Funds,Return performance and mutual fund selection.,Textual,2020-10-06 18:54:58,1.0,4.0,1.0,2018-02-04 21:51:16,2018-02-04 21:57:09,swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Funds,inactive,,
Earning call transcripts,https://github.com/lin882/WebAnalyticsProject,Correlation between mutual fund investment decision and earning call transcripts.,Textual,12/17/20 8:24,3,3,1,12/30/17 8:56,1/11/18 2:11,lin882/WebAnalyticsProject,,, Earning call transcripts,https://github.com/lin882/WebAnalyticsProject,Correlation between mutual fund investment decision and earning call transcripts.,Textual,2020-12-17 08:24:20,3.0,3.0,1.0,2017-12-30 08:56:03,2018-01-11 02:11:11,lin882/WebAnalyticsProject,inactive,,
NLP,https://github.com/toamitesh/NLPinFinance,This project assembles a lot of NLP operations needed for finance domain.,Textual,,,,,,,toamitesh/NLPinFinance,,, NLP,https://github.com/toamitesh/NLPinFinance,This project assembles a lot of NLP operations needed for finance domain.,Textual,,,,,,,toamitesh/NLPinFinance,,,
PCA Pairs Trading,https://github.com/joelQF/quant-finance/tree/master/Artificial_IntelIigence_for_Trading,"PCA, Factor Returns, and trading strategies.",Unsupervised,,,,,,,joelQF/quant-finance,,, Industry Clustering,https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries,Project to cluster industries according to financial attributes.,Unsupervised,2020-10-06 18:51:22,4.0,5.0,1.0,2017-07-21 02:12:51,2017-07-23 02:53:37,SeanMcOwen/FinanceAndPython.com-ClusteringIndustries,inactive,,
Industry Clustering,https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries,Clustering of industries.,Unsupervised,10/6/20 18:51,4,5,1,7/21/17 2:12,7/23/17 2:53,SeanMcOwen/FinanceAndPython.com-ClusteringIndustries,,, Pairs Trading,https://github.com/marketneutral/pairs-trading-with-ML/blob/master/Pairs%2BTrading%2Bwith%2BMachine%2BLearning.ipynb,Finding pairs with cluster analysis.,Unsupervised,2021-03-08 11:01:33,78.0,36.0,0.0,2017-09-05 19:19:19,2017-09-27 20:42:14,marketneutral/pairs-trading-with-ML,inactive,,
Pairs Trading,https://github.com/marketneutral/pairs-trading-with-ML/blob/master/Pairs%2BTrading%2Bwith%2BMachine%2BLearning.ipynb,Finding pairs with cluster analysis.,Unsupervised,3/8/21 11:01,78,36,0,9/5/17 19:19,9/27/17 20:42,marketneutral/pairs-trading-with-ML,,, VRA Stock Embedding,https://github.com/ml-hongkong/stock2vec,Variational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history.,Unsupervised,2020-10-20 11:05:55,32.0,12.0,1.0,2017-06-21 04:47:14,2017-06-21 04:51:13,ml-hongkong/stock2vec,inactive,,
Industry Clustering,https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries,Project to cluster industries according to financial attributes.,Unsupervised,10/6/20 18:51,4,5,1,7/21/17 2:12,7/23/17 2:53,SeanMcOwen/FinanceAndPython.com-ClusteringIndustries,,, PCA Pairs Trading,https://github.com/joelQF/quant-finance/tree/master/Artificial_IntelIigence_for_Trading,"PCA, Factor Returns, and trading strategies.",Unsupervised,,,,,,,joelQF/quant-finance,,,
VRA Stock Embedding,https://github.com/ml-hongkong/stock2vec,Variational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history.,Unsupervised,10/20/20 11:05,32,12,1,6/21/17 4:47,6/21/17 4:51,ml-hongkong/stock2vec,,, Industry Clustering,https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries,Clustering of industries.,Unsupervised,2020-10-06 18:51:22,4.0,5.0,1.0,2017-07-21 02:12:51,2017-07-23 02:53:37,SeanMcOwen/FinanceAndPython.com-ClusteringIndustries,inactive,,
Fund Clusters,https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb,Data exploration of fund clusters.,Unsupervised,10/6/20 18:46,3,2,1,4/16/18 22:18,6/7/18 22:01,frechfrechfrech/Mutual-Fund-Market-Clusters,,, Fund Clusters,https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb,Data exploration of fund clusters.,Unsupervised,2021-03-31 02:12:50,4.0,2.0,1.0,2018-04-16 22:18:55,2018-06-07 22:01:32,frechfrechfrech/Mutual-Fund-Market-Clusters,inactive,,
1 name url comment category last_update star_count fork_count contributors_count created_at last_commit repo_path repo_status rating finml_added_date
2 Venture Capital NN https://github.com/tr7200/National-Culture-and-Venture-Capital-Monitoring Cox-PH neural network predictions for VC/innovations finance research. Alternative Finance tr7200/National-Culture-and-Venture-Capital-Monitoring
3 Private Equity https://github.com/TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquity/blob/master/RightNow%20Technologies/RightNow%20Technologies.ipynb Valuation models. Alternative Finance 11/26/20 3:34 2020-11-26 03:34:45 8 8.0 6 6.0 2 2.0 1/27/16 21:13 2016-01-27 21:13:33 3/14/16 20:03 2016-03-14 20:03:52 TheVinhLuong102/ChicagoBooth-EntrepreneurialFinancePrivateEquity inactive
4 VC OLS https://github.com/fionawhitefield/venture-capital-ols/blob/master/sec_project.ipynb VC regression. Alternative Finance 10/6/20 20:56 2020-10-06 20:56:14 2 2.0 1 1.0 1 1.0 3/29/18 23:31 2018-03-29 23:31:13 3/29/18 23:33 2018-03-29 23:33:19 fionawhitefield/venture-capital-ols inactive
5 Watch Valuation https://github.com/alporter08/Luxury-Watch-Valuation/blob/master/Luxury-Watch-Valuation.ipynb Analysis of luxury watch data to classify whether a certain model is likely to be over-or undervalued. Alternative Finance 1/14/21 22:41 2021-01-14 22:41:08 4 4.0 2 2.0 1 1.0 2/8/17 18:39 2017-02-08 18:39:29 4/27/17 22:55 2017-04-27 22:55:55 alporter08/Luxury-Watch-Valuation inactive
6 Art Valuation https://github.com/ahmedhosny/theGreenCanvas/blob/gh-pages/ImageProcessing1210.ipynb Art evaluation analytics. Alternative Finance 2/26/21 12:10 2021-02-26 12:10:53 9 9.0 5 5.0 1 1.0 12/11/14 0:25 2014-12-11 00:25:39 12/12/14 21:25 2014-12-12 21:25:46 ahmedhosny/theGreenCanvas inactive
7 Blockchain https://github.com/nud3l/dInvest Repository for distributed autonomous investment banking. Alternative Finance 2/6/21 7:38 2021-02-06 07:38:28 12 12.0 7 7.0 2 2.0 9/5/16 19:12 2016-09-05 19:12:40 4/24/17 10:48 2017-04-24 10:48:56 nud3l/dInvest inactive
8 Venture Capital https://github.com/julian-chan/etothex Insight into a new founder to make data-driven investment decisions. Alternative Finance 10/6/20 20:56 2020-10-06 20:56:08 3 3.0 2 2.0 1 1.0 12/4/17 8:59 2017-12-04 08:59:44 12/13/17 5:35 2017-12-13 05:35:27 julian-chan/etothex inactive
9 Kiva Crowdfunding https://github.com/CJL89/Kiva-Crowdfunding/blob/master/Kiva%20Crowdfunding.ipynb Exploratory data analysis. Alternative Finance 2/19/21 13:40 2021-02-19 13:40:33 5 5.0 1 1.0 1 1.0 2/27/18 16:46 2018-02-27 16:46:02 2/13/19 0:15 2019-02-13 00:15:27 CJL89/Kiva-Crowdfunding inactive
10 NYU FRE Oxford Man https://engineering.nyu.edu/academics/departments/finance-and-risk-engineering https://www.oxford-man.ox.ac.uk/ Finance and Risk Engineering (NYU Tandon) Oxford-Man Institute of Quantitative Finance Colleges Centers and Departments
11 Cornell University Berkeley Lab CIFT https://www.cornell.edu/ https://cs.lbl.gov/news-media/news/news-archive/2010/berkeley-lab-launches-new-center-for-innovative-financial-technology/ Colleges Centers and Departments
12 Stanford Advanced Financial Technologies NYU Courant https://fintech.stanford.edu/ https://cims.nyu.edu/ Stanford Advanced Financial Technologies Laboratory Courant Institute of Mathematical Sciences, New York University Colleges Centers and Departments
13 NYU Courant Cornell University https://cims.nyu.edu/ https://www.cornell.edu/ Courant Institute of Mathematical Sciences, New York University Colleges Centers and Departments
14 Berkeley Lab CIFT NYU FRE https://cs.lbl.gov/news-media/news/news-archive/2010/berkeley-lab-launches-new-center-for-innovative-financial-technology/ https://engineering.nyu.edu/academics/departments/finance-and-risk-engineering Finance and Risk Engineering (NYU Tandon) Colleges Centers and Departments
15 Oxford Man Stanford Advanced Financial Technologies https://www.oxford-man.ox.ac.uk/ https://fintech.stanford.edu/ Oxford-Man Institute of Quantitative Finance Stanford Advanced Financial Technologies Laboratory Colleges Centers and Departments
16 Algo Trading Handson Python for Finance https://github.com/JCreeks/Machine-Learning-in-Finance/tree/master/0_Intro_to_Algo_Trading https://github.com/PacktPublishing/Hands-on-Python-for-Finance Intro to algo trading. Hands-on Python for Finance published by Packt. Courses 3/12/21 11:02 2021-04-01 05:48:41 64 119.0 25 107.0 1 3.0 10/29/17 20:34 2018-08-20 14:10:37 1/22/19 6:56 2021-01-15 08:57:06 JCreeks/Machine-Learning-in-Finance PacktPublishing/Hands-on-Python-for-Finance inactive active
17 Basic Derivatives Basic Finance https://github.com/SeanMcOwen/FinanceAndPython.com-Derivatives https://github.com/SeanMcOwen/FinanceAndPython.com-BasicFinance Basic forward contracts and hedging. Source code notebooks basic finance applications. Courses 3/31/21 2:08 2021-03-31 02:09:16 4 10.0 4 8.0 1 1.0 8/24/17 0:11 2017-05-06 02:39:05 10/13/17 1:32 2017-06-21 04:04:09 SeanMcOwen/FinanceAndPython.com-Derivatives SeanMcOwen/FinanceAndPython.com-BasicFinance inactive
18 Machine Learning for Trading ML Specialisation https://github.com/stefan-jansen/machine-learning-for-trading https://github.com/Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Machine Learning in Finance. Courses 3/31/21 11:07 2021-03-31 02:08:49 3663 33.0 1145 32.0 7 1.0 5/9/18 12:33 2019-01-24 02:55:01 3/19/21 14:10 2020-01-03 21:54:16 stefan-jansen/machine-learning-for-trading Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization active
19 Mathematical Finance Basic Investments https://github.com/yadongli/nyumath2048 https://github.com/SeanMcOwen/FinanceAndPython.com-Investments NYU Math-GA 2048: Scientific Computing in Finance. Basic investment tools in python. Courses 1/14/21 18:01 2021-03-23 06:32:10 69 9.0 63 5.0 6 1.0 1/25/15 21:10 2017-08-02 21:52:19 3/25/20 4:24 2017-08-17 03:24:53 yadongli/nyumath2048 SeanMcOwen/FinanceAndPython.com-Investments active inactive
20 Python for Finance Risk Management https://github.com/siaen/python_finance_course https://github.com/andrey-lukyanov/Risk-Management CEU python for finance course material. Finance risk engagement course resources. Courses 3/31/21 2:08 2020-11-12 00:49:51 16 6.0 15 5.0 4 3.0 12/12/17 11:54 2018-10-03 16:26:14 2/25/20 20:31 2018-12-13 08:04:15 siaen/python_finance_course andrey-lukyanov/Risk-Management active inactive
21 Risk Management Basic Derivatives https://github.com/andrey-lukyanov/Risk-Management https://github.com/SeanMcOwen/FinanceAndPython.com-Derivatives Finance risk engagement course resources. Basic forward contracts and hedging. Courses 11/12/20 0:49 2021-03-31 02:08:39 6 4.0 5 4.0 3 1.0 10/3/18 16:26 2017-08-24 00:11:37 12/13/18 8:04 2017-10-13 01:32:23 andrey-lukyanov/Risk-Management SeanMcOwen/FinanceAndPython.com-Derivatives inactive
22 Handson Python for Finance Mathematical Finance https://github.com/PacktPublishing/Hands-on-Python-for-Finance https://github.com/yadongli/nyumath2048 Hands-on Python for Finance published by Packt. NYU Math-GA 2048: Scientific Computing in Finance. Courses 3/26/21 22:26 2021-01-14 18:01:08 120 69.0 107 63.0 3 6.0 8/20/18 14:10 2015-01-25 21:10:37 1/15/21 8:57 2020-03-25 04:24:25 PacktPublishing/Hands-on-Python-for-Finance yadongli/nyumath2048 active
23 Basic Investments Machine Learning for Trading https://github.com/SeanMcOwen/FinanceAndPython.com-Investments https://github.com/stefan-jansen/machine-learning-for-trading Basic investment tools in python. Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses 3/23/21 6:32 2021-04-04 01:48:57 9 3717.0 5 1165.0 1 7.0 8/2/17 21:52 2018-05-09 12:33:08 8/17/17 3:24 2021-03-19 14:10:47 SeanMcOwen/FinanceAndPython.com-Investments stefan-jansen/machine-learning-for-trading inactive active
24 ML Specialisation Algo Trading https://github.com/Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization https://github.com/JCreeks/Machine-Learning-in-Finance/tree/master/0_Intro_to_Algo_Trading Machine Learning in Finance. Intro to algo trading. Courses 3/31/21 2:08 2021-03-12 11:02:04 33 64.0 31 25.0 1 1.0 1/24/19 2:55 2017-10-29 20:34:54 1/3/20 21:54 2019-01-22 06:56:08 Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization JCreeks/Machine-Learning-in-Finance active inactive
25 Basic Finance Python for Finance https://github.com/SeanMcOwen/FinanceAndPython.com-BasicFinance https://github.com/siaen/python_finance_course Source code notebooks basic finance applications. CEU python for finance course material. Courses 3/31/21 2:09 2021-03-31 02:08:55 10 16.0 8 15.0 1 4.0 5/6/17 2:39 2017-12-12 11:54:46 6/21/17 4:04 2020-02-25 20:31:41 SeanMcOwen/FinanceAndPython.com-BasicFinance siaen/python_finance_course inactive active
26 https://fred.stlouisfed.org/ IRS https://fred.stlouisfed.org/ http://social-metrics.org/sox/ Data
27 Financial Corporate Employee Count SEC Filings http://raw.rutgers.edu/Corporate%20Financial%20Data.html https://github.com/healthgradient/sec_employee_information_extraction Data 2021-02-27 03:33:31 10.0 2.0 1.0 2018-06-26 23:33:51 2018-08-14 01:31:13 healthgradient/sec_employee_information_extraction inactive
28 https://github.com/timestocome/StockMarketData EDGAR https://github.com/timestocome/StockMarketData https://github.com/TiesdeKok/UW_Python_Camp/blob/master/Materials/Session_5/EDGAR_walkthrough.ipynb Data 3/26/21 22:35 2021-01-23 19:22:59 7 11.0 6 10.0 1 1.0 5/10/17 21:49 2018-06-11 22:51:57 8/6/17 19:23 2018-07-10 18:03:52 timestocome/StockMarketData TiesdeKok/UW_Python_Camp inactive
29 https://stooq.com Open Edgar https://stooq.com https://github.com/LexPredict/openedgar Data 2021-04-02 16:21:48 167.0 61.0 6.0 2018-05-07 15:32:31 2019-05-15 08:32:30 LexPredict/openedgar active
30 http://finance.yahoo.com/ SEC Parsing http://finance.yahoo.com/ https://github.com/healthgradient/sec-doc-info-extraction/blob/master/classify_sections_containing_relevant_information.ipynb Data 2021-02-27 06:34:55 9.0 6.0 1.0 2018-06-16 14:30:06 2018-06-16 17:23:46 healthgradient/sec-doc-info-extraction inactive
31 Non-financial Corporate Web Scraping (FirmAI) http://raw.rutgers.edu/Non-Financial%20Corporate%20Data.html https://github.com/firmai/business-machine-learning/blob/master/www.firmai.org/data Data 2021-03-28 12:43:58 576.0 183.0 2.0 2019-02-19 19:02:59 2020-07-22 16:48:21 firmai/business-machine-learning active
32 Rating Industries Capital Markets Data http://www.ratingshistory.info/ https://www.capitalmarketsdata.com/ Data
33 Capital Markets Data https://github.com/timestocome/StockMarketData https://www.capitalmarketsdata.com/ https://github.com/timestocome/StockMarketData Data 2021-03-26 22:35:04 7.0 6.0 1.0 2017-05-10 21:49:45 2017-08-06 19:23:18 timestocome/StockMarketData inactive
34 IRS Non-financial Corporate http://social-metrics.org/sox/ http://raw.rutgers.edu/Non-Financial%20Corporate%20Data.html Data
35 Web Scraping (FirmAI) http://finance.yahoo.com/ https://github.com/firmai/business-machine-learning/blob/master/www.firmai.org/data http://finance.yahoo.com/ Data 3/28/21 12:43 576 183 2 2/19/19 19:02 7/22/20 16:48 firmai/business-machine-learning
36 SEC Parsing https://stooq.com https://github.com/healthgradient/sec-doc-info-extraction/blob/master/classify_sections_containing_relevant_information.ipynb https://stooq.com Data 2/27/21 6:34 9 6 1 6/16/18 14:30 6/16/18 17:23 healthgradient/sec-doc-info-extraction
37 Open Edgar Financial Corporate https://github.com/LexPredict/openedgar http://raw.rutgers.edu/Corporate%20Financial%20Data.html Data 3/31/21 6:16 166 61 6 5/7/18 15:32 5/15/19 8:32 LexPredict/openedgar active
38 EDGAR https://fred.stlouisfed.org/ https://github.com/TiesdeKok/UW_Python_Camp/blob/master/Materials/Session_5/EDGAR_walkthrough.ipynb https://fred.stlouisfed.org/ Data 1/23/21 19:22 11 10 1 6/11/18 22:51 7/10/18 18:03 TiesdeKok/UW_Python_Camp inactive
39 Employee Count SEC Filings Rating Industries https://github.com/healthgradient/sec_employee_information_extraction http://www.ratingshistory.info/ Data 2/27/21 3:33 10 2 1 6/26/18 23:33 8/14/18 1:31 healthgradient/sec_employee_information_extraction
40 Advanced ML II https://github.com/hudson-and-thames/research More implementations of Financial Machine Learning (De Prado). Data Processing Techniques and Transformations hudson-and-thames/research
41 Advanced ML https://github.com/BlackArbsCEO/Adv_Fin_ML_Exercises Exercises too Financial Machine Learning (De Prado). Data Processing Techniques and Transformations 3/30/21 21:50 2021-04-03 06:12:51 958 964.0 434 435.0 4 4.0 4/25/18 17:22 2018-04-25 17:22:40 1/16/20 17:25 2020-01-16 17:25:41 BlackArbsCEO/Adv_Fin_ML_Exercises active
42 awesome-deep-trading crypto-rl https://github.com/cbailes/awesome-deep-trading https://github.com/sadighian/crypto-rl curated list of papers/repos on topics like CNN/LSTM/GAN/Reinforcement Learning etc. Categorized as deep learning for now but there are other topics here. Manually maintained by cbailes NEW Deep Learning 3/31/21 6:59 2021-04-03 21:08:14 528 345.0 135 112.0 1 1.0 11/26/18 3:23 2018-06-21 01:06:01 1/1/21 9:41 2020-11-05 11:08:19 cbailes/awesome-deep-trading sadighian/crypto-rl active 4 3.0 3/31/21 8:00
43 trading-bot DeepLearningInFinance https://github.com/pskrunner14/trading-bot https://github.com/sonaam1234/DeepLearningInFinance Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper python libraries used here are [tqdm](https://tqdm.github.io/) for console based progress bar and [altair](https://altair-viz.github.io/) for declarative visualization in python NEW Deep Learning 3/31/21 9:46 2021-03-08 13:09:27 285 266.0 137 145.0 1 1.0 8/13/18 10:44 2017-08-21 16:00:42 1/23/20 4:41 2017-08-21 17:23:48 pskrunner14/trading-bot sonaam1234/DeepLearningInFinance active inactive 3 3.0 3/31/21 8:00
44 Advanced-Deep-Trading LTSM GRU https://github.com/Rachnog/Advanced-Deep-Trading https://github.com/RajatHanda/Finance-Forecasting notebooks containing experiments based on Lopez de Prado book "Advances in financial machine learning". Mostly not deep learning related but rather sklearn regression models. Interesting libraries include [mlfinlab](https://github.com/hudson-and-thames/mlfinlab) for calculating return stats and [shap](https://github.com/slundberg/shap) for explaining models. Examlpe of shap can be which features are pushing the value up and and which features are pushing the value down. Also contain functions for calculating geometric brownian motion and jump diffusion functions. Stock Market Forecasting using LSTM\GRU. Deep Learning 3/30/21 7:29 2021-03-29 23:59:32 319 11.0 158 6.0 2 1.0 2/16/19 21:18 2018-05-13 02:39:32 11/29/20 20:12 2019-02-25 00:26:42 Rachnog/Advanced-Deep-Trading RajatHanda/Finance-Forecasting active inactive 3 3.0 3/31/21 8:00
45 deep-RL-trading Deep Learning https://github.com/golsun/deep-RL-trading https://github.com/keon/deepstock NEW Technical experimentations to beat the stock market using deep learning. Deep Learning 3/25/21 17:52 2021-03-24 14:45:00 231 427.0 109 154.0 1 2.0 2/25/18 17:41 2016-12-12 02:15:12 12/1/20 22:06 2017-03-04 08:37:29 golsun/deep-RL-trading keon/deepstock active inactive 3 4.0 3/31/21 8:00
46 FinRL-Library Deep Learning II https://github.com/AI4Finance-LLC/FinRL-Library https://github.com/LiamConnell/deep-algotrading/tree/master/notebooks NEW Tensorflow Regression. Deep Learning 3/31/21 15:40 2021-03-21 06:53:56 1780 174.0 423 67.0 22 1.0 7/26/20 13:18 2016-07-12 12:56:10 3/28/21 13:46 2018-02-16 02:43:36 AI4Finance-LLC/FinRL-Library LiamConnell/deep-algotrading active inactive 5 3.0 3/31/21 8:00
47 RLTrader Neural Network https://github.com/notadamking/RLTrader https://github.com/VivekPa/IntroNeuralNetworks NEW Neural networks to predict stock prices. Deep Learning 3/30/21 14:02 2021-04-03 11:59:40 1300 489.0 448 177.0 15 2.0 4/27/19 18:35 2018-09-10 06:34:53 10/17/19 16:25 2018-11-21 07:39:31 notadamking/RLTrader VivekPa/IntroNeuralNetworks active inactive 5 4.0 3/31/21 8:00
48 Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020 Deep Learning IV https://github.com/AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020 https://github.com/achillesrasquinha/bulbea NEW Bulbea: Deep Learning based Python Library. Deep Learning 3/31/21 15:40 2021-04-02 01:36:03 542 1451.0 238 416.0 6 1.0 7/26/20 13:12 2017-03-09 06:11:06 1/21/21 18:11 2017-03-19 07:42:49 AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020 achillesrasquinha/bulbea active inactive 4 5.0 3/31/21 8:00
49 BitcoinForecast AI Trading https://github.com/PiSimo/BitcoinForecast https://github.com/borisbanushev/stockpredictionai/blob/master/readme2.md NEW AI to predict stock market movements. Deep Learning 3/29/21 5:38 2021-04-03 21:14:18 287 2857.0 127 1378.0 3 1.0 3/10/17 10:52 2019-01-09 08:02:47 6/11/18 8:07 2019-02-11 16:32:47 PiSimo/BitcoinForecast borisbanushev/stockpredictionai inactive 3 5.0 3/31/21 8:00
50 AutomatedStockTrading-DeepQ-Learning ARIMA-LTSM Hybrid https://github.com/sachink2010/AutomatedStockTrading-DeepQ-Learning https://github.com/imhgchoi/Corr_Prediction_ARIMA_LSTM_Hybrid NEW Hybrid model to predict future price correlation coefficients of two assets. Deep Learning 3/24/21 1:11 2021-04-02 15:32:31 134 219.0 51 83.0 2 1.0 2/23/19 12:01 2018-08-05 02:13:21 2/25/20 18:16 2018-10-01 11:25:53 sachink2010/AutomatedStockTrading-DeepQ-Learning imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predict active inactive 3 3.0 3/31/21 8:00
51 Personae LTSM Recurrent https://github.com/Ceruleanacg/Personae https://github.com/VivekPa/AIAlpha NEW OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network. Deep Learning 3/31/21 15:38 2021-04-03 10:48:59 1142 1199.0 332 371.0 2 2.0 3/10/18 11:22 2018-10-07 03:58:26 9/2/18 17:21 2019-08-03 09:00:44 Ceruleanacg/Personae VivekPa/AIAlpha inactive active 5 4.0 3/31/21 8:00
52 Deep-Reinforcement-Stock-Trading Deep-Reinforcement-Learning-in-Trading https://github.com/Albert-Z-Guo/Deep-Reinforcement-Stock-Trading https://github.com/saeed349/Deep-Reinforcement-Learning-in-Trading NEW Deep Learning 3/30/21 17:57 2021-03-31 10:40:16 140 137.0 40 66.0 2 1.0 5/19/19 22:20 2018-05-11 00:52:14 9/27/20 19:22 2019-10-26 14:22:44 Albert-Z-Guo/Deep-Reinforcement-Stock-Trading saeed349/Deep-Reinforcement-Learning-in-Trading active 3 3.0 3/31/21 8:00
53 Deep-Learning-Machine-Learning-Stock Deep Learning III https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock https://github.com/Rachnog/Deep-Trading NEW Algorithmic trading with deep learning experiments. Deep Learning 3/25/21 17:56 2021-04-03 05:26:29 251 1264.0 93 675.0 1 1.0 9/29/18 23:38 2016-06-18 18:23:06 3/18/21 3:16 2018-08-07 15:24:45 LastAncientOne/Deep-Learning-Machine-Learning-Stock Rachnog/Deep-Trading active inactive 3 5.0 3/31/21 8:00
54 trading-rl Stock-Prediction-Models https://github.com/Kostis-S-Z/trading-rl https://github.com/huseinzol05/Stock-Prediction-Models NEW Deep Learning 3/31/21 16:01 2021-04-03 20:09:41 179 3599.0 38 1521.0 2 2.0 4/22/19 10:03 2017-12-18 10:49:59 9/28/20 9:07 2021-01-05 10:31:50 Kostis-S-Z/trading-rl huseinzol05/Stock-Prediction-Models active 3 5.0 3/31/21 8:00
55 DQN-DDPG_Stock_Trading RLTrader https://github.com/AI4Finance-LLC/DQN-DDPG_Stock_Trading https://github.com/notadamking/RLTrader NEW Deep Learning 3/31/21 15:40 2021-04-03 20:09:48 134 1304.0 49 449.0 4 15.0 9/19/18 3:17 2019-04-27 18:35:15 11/26/20 16:58 2019-10-17 16:25:49 AI4Finance-LLC/DQN-DDPG_Stock_Trading notadamking/RLTrader active 3 5.0 3/31/21 8:00
56 Stock-Prediction-Models trading-rl https://github.com/huseinzol05/Stock-Prediction-Models https://github.com/Kostis-S-Z/trading-rl NEW Deep Learning 3/31/21 8:38 2021-03-31 16:01:48 3584 179.0 1520 38.0 2 2.0 12/18/17 10:49 2019-04-22 10:03:21 1/5/21 10:31 2020-09-28 09:07:18 huseinzol05/Stock-Prediction-Models Kostis-S-Z/trading-rl active 5 3.0 3/31/21 8:00
57 Deep-Reinforcement-Learning-in-Trading awesome-deep-trading https://github.com/saeed349/Deep-Reinforcement-Learning-in-Trading https://github.com/cbailes/awesome-deep-trading NEW curated list of papers/repos on topics like CNN/LSTM/GAN/Reinforcement Learning etc. Categorized as deep learning for now but there are other topics here. Manually maintained by cbailes Deep Learning 3/31/21 10:40 2021-04-03 19:52:25 137 541.0 66 137.0 1 1.0 5/11/18 0:52 2018-11-26 03:23:04 10/26/19 14:22 2021-01-01 09:41:21 saeed349/Deep-Reinforcement-Learning-in-Trading cbailes/awesome-deep-trading active 3 4.0 3/31/21 8:00
58 crypto-rl trading-bot https://github.com/sadighian/crypto-rl https://github.com/pskrunner14/trading-bot NEW Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based [here](https://keon.github.io/deep-q-learning/) and uses tensorflow/keras. Interesting helper python libraries used here are [tqdm](https://tqdm.github.io/) for console based progress bar and [altair](https://altair-viz.github.io/) for declarative visualization in python Deep Learning 3/29/21 21:17 2021-04-02 18:45:15 339 286.0 110 139.0 1 1.0 6/21/18 1:06 2018-08-13 10:44:08 11/5/20 11:08 2020-01-23 04:41:20 sadighian/crypto-rl pskrunner14/trading-bot active 3 3.0 3/31/21 8:00
59 DeepLearningInFinance Advanced-Deep-Trading https://github.com/sonaam1234/DeepLearningInFinance https://github.com/Rachnog/Advanced-Deep-Trading NEW notebooks containing experiments based on Lopez de Prado book "Advances in financial machine learning". Mostly not deep learning related but rather sklearn regression models. Interesting libraries include [mlfinlab](https://github.com/hudson-and-thames/mlfinlab) for calculating return stats and [shap](https://github.com/slundberg/shap) for explaining models. Examlpe of shap can be which features are pushing the value up and and which features are pushing the value down. Also contain functions for calculating geometric brownian motion and jump diffusion functions. Deep Learning 3/8/21 13:09 2021-03-30 07:29:06 266 319.0 145 158.0 1 2.0 8/21/17 16:00 2019-02-16 21:18:00 8/21/17 17:23 2020-11-29 20:12:59 sonaam1234/DeepLearningInFinance Rachnog/Advanced-Deep-Trading inactive active 3 3.0 3/31/21 8:00
60 LTSM GRU FinRL-Library https://github.com/RajatHanda/Finance-Forecasting https://github.com/AI4Finance-LLC/FinRL-Library Stock Market Forecasting using LSTM\GRU. NEW Deep Learning 3/29/21 23:59 2021-04-04 01:53:52 11 1807.0 6 433.0 1 22.0 5/13/18 2:39 2020-07-26 13:18:16 2/25/19 0:26 2021-04-03 23:21:19 RajatHanda/Finance-Forecasting AI4Finance-LLC/FinRL-Library active 3 5.0 3/31/21 8:00
61 Deep Learning Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020 https://github.com/keon/deepstock https://github.com/AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020 Technical experimentations to beat the stock market using deep learning. NEW Deep Learning 3/24/21 14:45 2021-04-03 10:08:31 427 547.0 154 240.0 2 6.0 12/12/16 2:15 2020-07-26 13:12:53 3/4/17 8:37 2021-01-21 18:11:59 keon/deepstock AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020 inactive active 4 4.0 3/31/21 8:00
62 Deep Learning II deep-RL-trading https://github.com/LiamConnell/deep-algotrading/tree/master/notebooks https://github.com/golsun/deep-RL-trading Tensorflow Regression. NEW Deep Learning 3/21/21 6:53 2021-04-01 12:51:09 174 233.0 68 109.0 1 1.0 7/12/16 12:56 2018-02-25 17:41:42 2/16/18 2:43 2020-12-01 22:06:39 LiamConnell/deep-algotrading golsun/deep-RL-trading inactive active 3 3.0 3/31/21 8:00
63 Deep Learning III AutomatedStockTrading-DeepQ-Learning https://github.com/Rachnog/Deep-Trading https://github.com/sachink2010/AutomatedStockTrading-DeepQ-Learning Algorithmic trading with deep learning experiments. NEW Deep Learning 3/26/21 6:28 2021-03-24 01:11:36 1262 134.0 675 51.0 1 2.0 6/18/16 18:23 2019-02-23 12:01:21 8/7/18 15:24 2020-02-25 18:16:34 Rachnog/Deep-Trading sachink2010/AutomatedStockTrading-DeepQ-Learning inactive active 5 3.0 3/31/21 8:00
64 Deep Learning IV Personae https://github.com/achillesrasquinha/bulbea https://github.com/Ceruleanacg/Personae Bulbea: Deep Learning based Python Library. NEW Deep Learning 3/28/21 15:58 2021-03-31 15:38:46 1448 1142.0 416 332.0 1 2.0 3/9/17 6:11 2018-03-10 11:22:00 3/19/17 7:42 2018-09-02 17:21:38 achillesrasquinha/bulbea Ceruleanacg/Personae active inactive 5 5.0 3/31/21 8:00
65 AI Trading Deep-Reinforcement-Stock-Trading https://github.com/borisbanushev/stockpredictionai/blob/master/readme2.md https://github.com/Albert-Z-Guo/Deep-Reinforcement-Stock-Trading AI to predict stock market movements. NEW Deep Learning 3/29/21 14:35 2021-04-03 22:50:43 2852 141.0 1379 42.0 1 2.0 1/9/19 8:02 2019-05-19 22:20:05 2/11/19 16:32 2020-09-27 19:22:28 borisbanushev/stockpredictionai Albert-Z-Guo/Deep-Reinforcement-Stock-Trading inactive active 5 3.0 3/31/21 8:00
66 Neural Network Deep-Learning-Machine-Learning-Stock https://github.com/VivekPa/IntroNeuralNetworks https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock Neural networks to predict stock prices. NEW Deep Learning 3/30/21 18:13 2021-04-04 01:27:04 488 264.0 177 94.0 2 1.0 9/10/18 6:34 2018-09-29 23:38:06 11/21/18 7:39 2021-03-18 03:16:36 VivekPa/IntroNeuralNetworks LastAncientOne/Deep-Learning-Machine-Learning-Stock inactive active 4 3.0 3/31/21 8:00
67 ARIMA-LTSM Hybrid BitcoinForecast https://github.com/imhgchoi/Corr_Prediction_ARIMA_LSTM_Hybrid https://github.com/PiSimo/BitcoinForecast Hybrid model to predict future price correlation coefficients of two assets. NEW Deep Learning 3/16/21 4:35 2021-04-03 08:03:11 218 288.0 83 127.0 1 3.0 8/5/18 2:13 2017-03-10 10:52:02 10/1/18 11:25 2018-06-11 08:07:02 imhgchoi/Corr_Prediction_ARIMA_LSTM_Hybrid PiSimo/BitcoinForecast active inactive 3 3.0 3/31/21 8:00
68 LTSM Recurrent DQN-DDPG_Stock_Trading https://github.com/VivekPa/AIAlpha https://github.com/AI4Finance-LLC/DQN-DDPG_Stock_Trading OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network. NEW Deep Learning 3/30/21 3:12 2021-04-03 21:48:43 1198 135.0 370 49.0 2 4.0 10/7/18 3:58 2018-09-19 03:17:06 8/3/19 9:00 2020-11-26 16:58:00 VivekPa/AIAlpha AI4Finance-LLC/DQN-DDPG_Stock_Trading active 4 3.0 3/31/21 8:00
69 Computational Derivatives Derman https://github.com/chenbowen184/Computational_Finance https://github.com/rstreppa/valuation-convertibles-Goldman1994/blob/master/ConvertibleBond_Goldman1994_Derman.ipynb Projects focusing on investigating simulations and computational techniques applied in finance. Binomial tree for American call. Derivatives and Hedging 1/12/21 12:22 2020-10-06 20:37:15 17 1.0 12 3.0 1 1.0 1/29/18 5:01 2018-05-18 18:08:16 8/2/18 5:56 2018-09-21 19:59:01 chenbowen184/Computational_Finance rstreppa/valuation-convertibles-Goldman1994 inactive
70 Delta Hedging Hull White https://github.com/RobinsonGarcia/delta-hedging https://github.com/rstreppa/valuation-callables-HullWhite/blob/master/CallableBond_HullWhite.ipynb Advanced derivatives. Callable Bond, Hull White. Derivatives and Hedging 2/27/21 8:48 2020-10-06 20:37:16 3 4.0 2 6.0 1 1.0 3/2/18 23:53 2018-06-06 22:06:06 7/17/18 23:32 2018-06-06 22:27:02 RobinsonGarcia/delta-hedging rstreppa/valuation-callables-HullWhite inactive
71 Options Risk Measures Derivative Markets https://github.com/wanglouis49/risk_estimation https://github.com/broughtj/Fin6470/tree/master/Notebooks Efficient financial risk estimation via computer experiment design (regression + variance-reduced sampling). The economics of futures, futures, options, and swaps. Derivatives and Hedging 10/6/20 20:37 2021-03-18 03:47:54 1 8.0 2 8.0 1 1.0 4/29/16 3:51 2016-02-09 05:30:27 1/16/18 1:24 2021-03-18 03:47:47 wanglouis49/risk_estimation broughtj/Fin6470 active
72 Derivatives Python Options https://github.com/yhilpisch/dawp/tree/master/python36 https://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5D Derivative analytics with Python. Introduction to options. Derivatives and Hedging 3/23/21 15:35 2021-04-04 00:48:36 387 332.0 297 165.0 1 36.0 7/9/15 12:27 2017-07-28 15:48:29 2/22/21 13:29 2021-03-17 17:17:08 yhilpisch/dawp QuantConnect/Tutorials active
73 Options Volatility and Variance Derivatives https://github.com/PHBS/2018.M1.ASP/tree/master/py https://github.com/yhilpisch/lvvd/tree/master/lvvd Black Scholes and Copula. Volatility derivatives analytics. Derivatives and Hedging 2021-03-23 12:10:07 78.0 77.0 1.0 2016-10-21 04:12:50 2021-02-22 13:32:00 PHBS/2018.M1.ASP yhilpisch/lvvd active
74 Option Strategies Reinforcement Learning https://github.com/rstreppa/valuation-OptionStrategies https://github.com/FinTechies/HedgingRL Valuation of Vanilla and Exotic option strategies (Butterfly, Risk Reversal etc.) with widget animations. Hedging portfolios with reinforcement learning. Derivatives and Hedging 2/27/21 8:50 2021-01-20 08:12:13 2 16.0 3 9.0 1 1.0 5/22/18 18:27 2017-04-21 10:58:56 5/22/18 18:30 2017-08-02 21:41:06 rstreppa/valuation-OptionStrategies FinTechies/HedgingRL inactive
75 Black Scholes Option Strategies https://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynb https://github.com/rstreppa/valuation-OptionStrategies Options pricing. Valuation of Vanilla and Exotic option strategies (Butterfly, Risk Reversal etc.) with widget animations. Derivatives and Hedging 10/6/20 20:36 2021-02-27 08:50:16 1 2.0 2 3.0 0 1.0 12/9/17 18:50 2018-05-22 18:27:26 7/9/18 9:48 2018-05-22 18:30:24 irajwani/numerical_methods_python rstreppa/valuation-OptionStrategies inactive
76 Hull White Options https://github.com/rstreppa/valuation-callables-HullWhite/blob/master/CallableBond_HullWhite.ipynb https://github.com/PHBS/2018.M1.ASP/tree/master/py Callable Bond, Hull White. Black Scholes and Copula. Derivatives and Hedging 10/6/20 20:37 4 6 1 6/6/18 22:06 6/6/18 22:27 rstreppa/valuation-callables-HullWhite PHBS/2018.M1.ASP
77 Reinforcement Learning Derivatives Python https://github.com/FinTechies/HedgingRL https://github.com/yhilpisch/dawp/tree/master/python36 Hedging portfolios with reinforcement learning. Derivative analytics with Python. Derivatives and Hedging 1/20/21 8:12 2021-03-23 15:35:23 16 387.0 9 297.0 1 1.0 4/21/17 10:58 2015-07-09 12:27:29 8/2/17 21:41 2021-02-22 13:29:18 FinTechies/HedgingRL yhilpisch/dawp active
78 Volatility and Variance Derivatives Options Risk Measures https://github.com/yhilpisch/lvvd/tree/master/lvvd https://github.com/wanglouis49/risk_estimation Volatility derivatives analytics. Efficient financial risk estimation via computer experiment design (regression + variance-reduced sampling). Derivatives and Hedging 3/23/21 12:10 2020-10-06 20:37:02 78 1.0 77 2.0 1 1.0 10/21/16 4:12 2016-04-29 03:51:25 2/22/21 13:32 2018-01-16 01:24:07 yhilpisch/lvvd wanglouis49/risk_estimation inactive
79 Options Delta Hedging https://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5D https://github.com/RobinsonGarcia/delta-hedging Introduction to options. Advanced derivatives. Derivatives and Hedging 3/27/21 22:51 2021-02-27 08:48:27 328 3.0 164 2.0 36 1.0 7/28/17 15:48 2018-03-02 23:53:53 3/17/21 17:17 2018-07-17 23:32:23 QuantConnect/Tutorials RobinsonGarcia/delta-hedging inactive
80 Derivative Markets Computational Derivatives https://github.com/broughtj/Fin6470/tree/master/Notebooks https://github.com/chenbowen184/Computational_Finance The economics of futures, futures, options, and swaps. Projects focusing on investigating simulations and computational techniques applied in finance. Derivatives and Hedging 3/18/21 3:47 2021-01-12 12:22:31 8 17.0 8 12.0 1 1.0 2/9/16 5:30 2018-01-29 05:01:52 3/18/21 3:47 2018-08-02 05:56:49 broughtj/Fin6470 chen-bowen/Computational_Finance inactive
81 Derman Black Scholes https://github.com/rstreppa/valuation-convertibles-Goldman1994/blob/master/ConvertibleBond_Goldman1994_Derman.ipynb https://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynb Binomial tree for American call. Options pricing. Derivatives and Hedging 10/6/20 20:37 2020-10-06 20:36:29 1 1.0 3 2.0 1 0.0 5/18/18 18:08 2017-12-09 18:50:20 9/21/18 19:59 2018-07-09 09:48:36 rstreppa/valuation-convertibles-Goldman1994 irajwani/numerical_methods_python inactive
82 Real Estate Property Fraud Life-cycle https://github.com/aviroop1/Real_Estate_Property_Fraud https://github.com/atulram/Finance-and-Stocks/blob/master/CompanyLifeCycle.ipynb Unsupervised fraud detection model that can identify likely candidates of fraud. Company life cycle. Extended Research 2020-12-21 14:42:43 3.0 3.0 1.0 2019-01-19 18:16:47 2019-02-18 16:57:19 aviroop1/Real_Estate_Property_Fraud atulram/Finance-and-Stocks inactive
83 HFT Computational Finance https://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy https://github.com/lnsongxf/Applied_Computational_Economics_and_Finance High frequency trading. Applied Computational Economics and Finance. Extended Research 3/29/21 17:04 2021-03-07 17:47:01 742 12.0 331 13.0 1 1.0 7/21/16 5:14 2017-08-27 03:46:33 2/14/17 16:47 2017-08-26 04:26:04 rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy lnsongxf/Applied_Computational_Economics_and_Finance inactive
84 Deep Portfolio Bayesian Finance https://github.com/DLColumbia/DL_forFinance https://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynb Deep learning for finance Predict volume of bonds. Notebook PyMC3 implementation. Extended Research 1/12/21 11:48 2021-04-03 15:17:52 27 231.0 20 55.0 2 1.0 5/8/18 19:34 2018-08-28 14:45:00 5/9/18 15:39 2020-08-06 22:03:47 DLColumbia/DL_forFinance marketneutral/alphatools active
85 NLP Finance Papers Corporate Finance https://github.com/chenbowen184/Research_Documents_Curation_with_NLP https://github.com/SeanMcOwen/FinanceAndPython.com-CorporateFinance Curating quantitative finance papers using machine learning. Basic corporate finance. Extended Research 2/27/21 6:33 2021-01-16 19:01:31 8 9.0 9 4.0 1 1.0 10/11/18 20:32 2017-09-09 03:35:24 12/24/18 23:27 2017-09-09 23:04:48 chenbowen184/Research_Documents_Curation_with_NLP SeanMcOwen/FinanceAndPython.com-CorporateFinance inactive
86 Simulation Mathematical Finance https://github.com/chenbowen184/Computational_Finance https://github.com/Auquan/Tutorials Investigating simulations as part of computational finance. Notebooks for math and financial tutorials. Extended Research 1/12/21 12:22 2021-03-31 18:05:45 17 662.0 12 426.0 1 9.0 1/29/18 5:01 2017-01-21 11:24:18 8/2/18 5:56 2020-08-01 17:03:32 chenbowen184/Computational_Finance Auquan/Tutorials active
87 Commodity Economic Foundations https://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynb https://github.com/SeanMcOwen/FinanceAndPython.com-EconomicFoundations Commodity influence over Brazilian stocks. Basic economic models. Extended Research 2020-10-06 21:01:59 2.0 3.0 1.0 2017-05-25 02:27:36 2017-06-30 03:53:59 felipessalvatore/fin2vec SeanMcOwen/FinanceAndPython.com-EconomicFoundations inactive
88 Bayesian Finance I Financial Economics https://github.com/AlexIoannides/pymc-stochastic-process/blob/master/bayes_stoch_proc_calib.ipynb https://github.com/rsvp/fecon235/tree/master/nb Stochastic Process Calibration using Bayesian Inference & Probabilistic Programs. Financial Economics Models. Extended Research 11/28/20 3:02 2021-03-29 08:31:35 25 709.0 6 273.0 0 2.0 1/4/19 12:30 2014-11-09 04:49:01 2/18/19 9:55 2018-12-03 16:30:28 AlexIoannides/pymc-stochastic-process rsvp/fecon235 inactive
89 Currency PCA Finance Graph Theory https://github.com/shanemulqueen/python-finance-pca/blob/master/FX_spots_w_PCA.ipynb https://github.com/AvijitGhosh82/Finance_Graph_Theory Forex spots PCA. Modelling Contentedness of Firms in Financial Markets with Heterogeneous Agents. Extended Research 10/26/20 0:55 2021-03-28 02:22:22 3 17.0 1 7.0 1 3.0 3/12/19 21:11 2018-08-02 02:48:24 3/12/19 22:09 2019-03-16 18:39:38 shanemulqueen/python-finance-pca evijit/Finance_Graph_Theory inactive
90 Backtests Market Crash Prediction https://github.com/AlgoTraders/stock-analysis-engine https://github.com/sarachmax/MarketCrashes_Prediction/blob/master/LPPL_Comparasion.ipynb Trading data and algorithms. Predicting market crashes using an LPPL model. Extended Research 3/30/21 2:32 2020-10-06 21:01:42 613 1.0 162 3.0 3 1.0 9/16/18 20:00 2019-01-24 13:37:45 9/5/20 13:01 2019-02-13 16:48:00 AlgoTraders/stock-analysis-engine sarachmax/MarketCrashes_Prediction inactive
91 High Frequency M&A https://github.com/cswaney/prickle https://github.com/atulram/Finance-and-Stocks A Python toolkit for high-frequency trade research. Mergers and Acquisitions. Extended Research 3/22/21 2:19 2020-12-21 14:42:43 24 3.0 17 3.0 2 1.0 7/6/16 20:32 2019-01-19 18:16:47 6/9/18 10:53 2019-02-18 16:57:19 cswaney/prickle atulram/Finance-and-Stocks inactive
92 Critical Transitions Behavioural Economics https://github.com/ryanholbrook/critical-transitions https://github.com/pcmichaud/notebooks Detecting critical transitions in financial networks with topological data analysis. Behavioural Economics and Finance Python Notebooks. Extended Research 1/30/21 11:50 2021-02-03 07:22:40 10 9.0 3 4.0 1 1.0 1/22/19 10:59 2018-12-20 00:21:38 3/12/19 18:35 2019-03-26 11:51:46 ryanholbrook/critical-transitions pcmichaud/notebooks inactive
93 Liquidity and Momentum Applied Corporate Finance https://github.com/mrefermat/quant_finance https://github.com/chenbowen184/Data_Science_in_Applied_Corporate_Finance Various factors and portfolio constructions. Studies the empirical behaviours in stock market. Extended Research 3/30/21 0:09 2021-02-19 13:40:37 31 8.0 15 9.0 1 1.0 8/11/18 22:59 2018-01-29 05:14:52 11/12/19 4:49 2018-07-19 06:25:36 mrefermat/quant_finance chen-bowen/Data_Science_in_Applied_Corporate_Finance inactive
94 Applied Corporate Finance HFT https://github.com/chenbowen184/Data_Science_in_Applied_Corporate_Finance https://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy Studies the empirical behaviours in stock market. High frequency trading. Extended Research 2/19/21 13:40 2021-04-01 15:27:44 8 743.0 9 331.0 1 1.0 1/29/18 5:14 2016-07-21 05:14:14 7/19/18 6:25 2017-02-14 16:47:25 chenbowen184/Data_Science_in_Applied_Corporate_Finance rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy inactive
95 M&A Critical Transitions https://github.com/atulram/Finance-and-Stocks https://github.com/ryanholbrook/critical-transitions Mergers and Acquisitions. Detecting critical transitions in financial networks with topological data analysis. Extended Research 12/21/20 14:42 2021-01-30 11:50:22 3 10.0 3 3.0 1 1.0 1/19/19 18:16 2019-01-22 10:59:50 2/18/19 16:57 2019-03-12 18:35:02 atulram/Finance-and-Stocks ryanholbrook/critical-transitions inactive
96 Life-cycle Real Estate Property Fraud https://github.com/atulram/Finance-and-Stocks/blob/master/CompanyLifeCycle.ipynb https://github.com/aviroop1/Real_Estate_Property_Fraud Company life cycle. Unsupervised fraud detection model that can identify likely candidates of fraud. Extended Research 12/21/20 14:42 3 3 1 1/19/19 18:16 2/18/19 16:57 atulram/Finance-and-Stocks aviroop1/Real_Estate_Property_Fraud
97 Computational Finance Deep Portfolio https://github.com/lnsongxf/Applied_Computational_Economics_and_Finance https://github.com/DLColumbia/DL_forFinance Applied Computational Economics and Finance. Deep learning for finance Predict volume of bonds. Extended Research 3/7/21 17:47 2021-01-12 11:48:27 12 27.0 13 20.0 1 2.0 8/27/17 3:46 2018-05-08 19:34:17 8/26/17 4:26 2018-05-09 15:39:25 lnsongxf/Applied_Computational_Economics_and_Finance DLColumbia/DL_forFinance inactive
98 Bayesian Finance NLP Finance Papers https://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynb https://github.com/chenbowen184/Research_Documents_Curation_with_NLP Notebook PyMC3 implementation. Curating quantitative finance papers using machine learning. Extended Research 3/25/21 18:38 2021-02-27 06:33:23 229 8.0 53 9.0 1 1.0 8/28/18 14:45 2018-10-11 20:32:37 8/6/20 22:03 2018-12-24 23:27:55 marketneutral/alphatools chen-bowen/Research_Documents_Curation_with_NLP inactive
99 Corporate Finance Simulation https://github.com/SeanMcOwen/FinanceAndPython.com-CorporateFinance https://github.com/chenbowen184/Computational_Finance Basic corporate finance. Investigating simulations as part of computational finance. Extended Research 1/16/21 19:01 2021-01-12 12:22:31 9 17.0 4 12.0 1 1.0 9/9/17 3:35 2018-01-29 05:01:52 9/9/17 23:04 2018-08-02 05:56:49 SeanMcOwen/FinanceAndPython.com-CorporateFinance chen-bowen/Computational_Finance inactive
100 Mathematical Finance Liquidity and Momentum https://github.com/Auquan/Tutorials https://github.com/mrefermat/quant_finance Notebooks for math and financial tutorials. Various factors and portfolio constructions. Extended Research 3/29/21 10:26 2021-03-30 00:09:34 661 31.0 426 15.0 9 1.0 1/21/17 11:24 2018-08-11 22:59:53 8/1/20 17:03 2019-11-12 04:49:01 Auquan/Tutorials mrefermat/quant_finance active
101 Behavioural Economics Bayesian Finance I https://github.com/pcmichaud/notebooks https://github.com/AlexIoannides/pymc-stochastic-process/blob/master/bayes_stoch_proc_calib.ipynb Behavioural Economics and Finance Python Notebooks. Stochastic Process Calibration using Bayesian Inference & Probabilistic Programs. Extended Research 2/3/21 7:22 2020-11-28 03:02:48 9 25.0 4 6.0 1 0.0 12/20/18 0:21 2019-01-04 12:30:41 3/26/19 11:51 2019-02-18 09:55:21 pcmichaud/notebooks AlexIoannides/pymc-stochastic-process inactive
102 Financial Economics Currency PCA https://github.com/rsvp/fecon235/tree/master/nb https://github.com/shanemulqueen/python-finance-pca/blob/master/FX_spots_w_PCA.ipynb Financial Economics Models. Forex spots PCA. Extended Research 3/29/21 8:31 2020-10-26 00:55:20 709 3.0 273 1.0 2 1.0 11/9/14 4:49 2019-03-12 21:11:29 12/3/18 16:30 2019-03-12 22:09:10 rsvp/fecon235 shanemulqueen/python-finance-pca inactive
103 Economic Foundations Backtests https://github.com/SeanMcOwen/FinanceAndPython.com-EconomicFoundations https://github.com/AlgoTraders/stock-analysis-engine Basic economic models. Trading data and algorithms. Extended Research 10/6/20 21:01 2021-04-03 21:19:58 2 615.0 3 163.0 1 3.0 5/25/17 2:27 2018-09-16 20:00:36 6/30/17 3:53 2020-09-05 13:01:05 SeanMcOwen/FinanceAndPython.com-EconomicFoundations AlgoTraders/stock-analysis-engine active
104 Finance Graph Theory High Frequency https://github.com/AvijitGhosh82/Finance_Graph_Theory https://github.com/cswaney/prickle Modelling Contentedness of Firms in Financial Markets with Heterogeneous Agents. A Python toolkit for high-frequency trade research. Extended Research 3/28/21 2:22 2021-03-22 02:19:15 17 24.0 7 17.0 3 2.0 8/2/18 2:48 2016-07-06 20:32:21 3/16/19 18:39 2018-06-09 10:53:51 AvijitGhosh82/Finance_Graph_Theory cswaney/prickle inactive
105 Market Crash Prediction Commodity https://github.com/sarachmax/MarketCrashes_Prediction/blob/master/LPPL_Comparasion.ipynb https://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynb Predicting market crashes using an LPPL model. Commodity influence over Brazilian stocks. Extended Research 10/6/20 21:01 1 3 1 1/24/19 13:37 2/13/19 16:48 sarachmax/MarketCrashes_Prediction felipessalvatore/fin2vec
106 Risk and Return VaR GaN https://github.com/PyDataBlog/Python-for-Data-Science/tree/master/Tutorials https://github.com/hamaadshah/market_risk_gan_keras Riskiness of portfolios and assets. Estimate Value-at-Risk for market risk management using Keras and TensorFlow. Factor and Risk Analysis 3/19/21 22:01 2021-03-20 21:53:18 139 41.0 61 28.0 2 1.0 9/12/17 13:35 2018-08-06 16:09:44 8/6/20 12:35 2020-11-22 19:02:07 PyDataBlog/Python-for-Data-Science hamaadshah/market_risk_gan_tensorflow active
107 Risk Basic Pyfolio https://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%203%2C%20Risk.ipynb https://github.com/quantopian/pyfolio Active portfolio risk management . Portfolio and risk analytics in Python. Factor and Risk Analysis 3/1/21 13:53 2021-04-03 15:55:00 31 3647.0 18 1147.0 1 42.0 5/10/16 11:03 2015-06-01 15:31:39 5/17/16 3:44 2020-02-28 17:30:19 RJT1990/Active-Portfolio-Management-Notes quantopian/pyfolio active
108 Quant Finance Performance Analysis https://github.com/mrefermat/quant_finance https://github.com/quantopian/alphalens General quant repository. Performance analysis of predictive (alpha) stock factors. Factor and Risk Analysis 3/30/21 0:09 2021-04-02 19:02:20 31 1839.0 15 693.0 1 17.0 8/11/18 22:59 2016-06-03 21:49:15 11/12/19 4:49 2020-04-27 18:40:41 mrefermat/quant_finance quantopian/alphalens active
109 Various Risk Measures Python for Finance https://github.com/Jorgencr/Alternative-and-Responsible-Investments/blob/master/Final_masterfile.ipynb https://github.com/yhilpisch/py4fi/tree/master/jupyter36 Risk measures and factors for alternative and responsible investments. Various financial notebooks. Factor and Risk Analysis 11/4/20 7:04 2021-04-03 11:16:56 4 1297.0 5 792.0 1 1.0 8/7/17 14:44 2014-12-15 11:23:34 8/8/17 22:52 2018-07-10 06:38:12 Jorgencr/Alternative-and-Responsible-Investments yhilpisch/py4fi inactive
110 CAPM Convex Optimisation https://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%202%2C%20CAPM.ipynb https://github.com/ssanderson/convex-optimization-for-finance/blob/master/notebooks/Main.ipynb Expected returns using CAPM. Convex Optimization for Finance. Factor and Risk Analysis 3/1/21 13:53 2020-11-04 07:19:22 31 17.0 18 9.0 1 1.0 5/10/16 11:03 2018-06-26 20:36:47 5/17/16 3:44 2019-10-22 21:56:46 RJT1990/Active-Portfolio-Management-Notes ssanderson/convex-optimization-for-finance active
111 Factor Analysis Statistical Finance https://github.com/garvit-kudesia91/factor_analysis/blob/master/Factor%20Analysis%20of%20Mutual%20Funds.ipynb https://github.com/mrefermat/FinancePhD/tree/master/FinancialExperiments Factor analysis for mutual funds. Various financial experiments. Factor and Risk Analysis 12/21/20 14:26 2021-03-30 00:09:28 3 21.0 4 16.0 1 1.0 3/13/18 7:39 2015-10-04 09:10:54 3/13/18 7:42 2020-03-28 18:33:58 garvit-kudesia91/factor_analysis mrefermat/FinancePhD active
112 Factor Analysis VaR https://github.com/alpha-miner/alpha-mind/tree/master/notebooks https://github.com/willb/var-notebook/blob/master/var-notebook/var-pdfs.ipynb Factor strategy notebooks. Value-at-risk calculations. Factor and Risk Analysis 3/12/21 22:42 2021-03-31 02:06:48 171 10.0 59 9.0 3 1.0 5/1/17 7:36 2016-11-15 19:24:17 2/9/21 9:36 2017-01-14 21:19:30 alpha-miner/alpha-mind willb/var-notebook inactive
113 Statistical Finance Factor Analysis https://github.com/mrefermat/FinancePhD/tree/master/FinancialExperiments https://github.com/garvit-kudesia91/factor_analysis/blob/master/Factor%20Analysis%20of%20Mutual%20Funds.ipynb Various financial experiments. Factor analysis for mutual funds. Factor and Risk Analysis 3/30/21 0:09 2020-12-21 14:26:46 21 3.0 16 4.0 1 1.0 10/4/15 9:10 2018-03-13 07:39:20 3/28/20 18:33 2018-03-13 07:42:36 mrefermat/FinancePhD garvit-kudesia91/factor_analysis inactive
114 Convex Optimisation Risk and Return https://github.com/ssanderson/convex-optimization-for-finance/blob/master/notebooks/Main.ipynb https://github.com/PyDataBlog/Python-for-Data-Science/tree/master/Tutorials Convex Optimization for Finance. Riskiness of portfolios and assets. Factor and Risk Analysis 11/4/20 7:19 2021-03-19 22:01:05 17 139.0 9 61.0 1 2.0 6/26/18 20:36 2017-09-12 13:35:09 10/22/19 21:56 2020-08-06 12:35:44 ssanderson/convex-optimization-for-finance PyDataBlog/Python-for-Data-Science active
115 VaR Risk Basic https://github.com/willb/var-notebook/blob/master/var-notebook/var-pdfs.ipynb https://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%203%2C%20Risk.ipynb Value-at-risk calculations. Active portfolio risk management . Factor and Risk Analysis 10/6/20 20:29 2021-03-01 13:53:42 9 31.0 9 18.0 1 1.0 11/15/16 19:24 2016-05-10 11:03:48 1/14/17 21:19 2016-05-17 03:44:56 willb/var-notebook RJT1990/Active-Portfolio-Management-Notes inactive
116 Python for Finance Factor Analysis https://github.com/yhilpisch/py4fi/tree/master/jupyter36 https://github.com/alpha-miner/alpha-mind/tree/master/notebooks Various financial notebooks. Factor strategy notebooks. Factor and Risk Analysis 3/27/21 13:15 2021-03-12 22:42:55 1294 171.0 791 59.0 1 3.0 12/15/14 11:23 2017-05-01 07:36:54 7/10/18 6:38 2021-02-09 09:36:41 yhilpisch/py4fi alpha-miner/alpha-mind active
117 Performance Analysis Various Risk Measures https://github.com/quantopian/alphalens https://github.com/Jorgencr/Alternative-and-Responsible-Investments/blob/master/Final_masterfile.ipynb Performance analysis of predictive (alpha) stock factors. Risk measures and factors for alternative and responsible investments. Factor and Risk Analysis 3/30/21 6:28 2020-11-04 07:04:38 1835 4.0 691 5.0 17 1.0 6/3/16 21:49 2017-08-07 14:44:32 4/27/20 18:40 2017-08-08 22:52:11 quantopian/alphalens Jorgencr/Alternative-and-Responsible-Investments inactive
118 Pyfolio CAPM https://github.com/quantopian/pyfolio https://github.com/RJT1990/Active-Portfolio-Management-Notes/blob/master/Chapter%202%2C%20CAPM.ipynb Portfolio and risk analytics in Python. Expected returns using CAPM. Factor and Risk Analysis 3/30/21 15:14 2021-03-01 13:53:42 3633 31.0 1143 18.0 42 1.0 6/1/15 15:31 2016-05-10 11:03:48 2/28/20 17:30 2016-05-17 03:44:56 quantopian/pyfolio RJT1990/Active-Portfolio-Management-Notes inactive
119 VaR GaN Quant Finance https://github.com/hamaadshah/market_risk_gan_keras https://github.com/mrefermat/quant_finance Estimate Value-at-Risk for market risk management using Keras and TensorFlow. General quant repository. Factor and Risk Analysis 3/20/21 21:53 2021-03-30 00:09:34 41 31.0 28 15.0 1 1.0 8/6/18 16:09 2018-08-11 22:59:53 11/22/20 19:02 2019-11-12 04:49:01 hamaadshah/market_risk_gan_keras mrefermat/quant_finance active
120 Vasicek https://github.com/RobinsonGarcia/fixed-income/blob/master/2.0%20Vasicek%20-%20example.ipynb Bootstrapping and interpolation. Fixed Income 12/10/20 21:20 2020-12-10 21:20:03 3 3.0 3 3.0 1 1.0 7/18/18 19:26 2018-07-18 19:26:54 7/18/18 19:34 2018-07-18 19:34:48 RobinsonGarcia/fixed-income inactive
121 Corporate Bonds Binomial Tree https://github.com/ishank011/gs-quantify-bond-prediction https://github.com/hy-lei/math-finance-exercise Predicting the buying and selling volume of the corporate bonds. Utility functions in fixed income securities. Fixed Income 1/3/21 21:46 2020-10-06 20:55:18 7 1.0 5 2.0 1 1.0 9/27/17 19:57 2019-02-02 08:44:14 9/27/17 20:00 2019-05-03 17:16:52 ishank011/gs-quantify-bond-prediction hy-lei/math-finance-toolbox active
122 Binomial Tree Corporate Bonds https://github.com/hy-lei/math-finance-exercise https://github.com/ishank011/gs-quantify-bond-prediction Utility functions in fixed income securities. Predicting the buying and selling volume of the corporate bonds. Fixed Income 10/6/20 20:55 2021-01-03 21:46:55 1 7.0 2 5.0 1 1.0 2/2/19 8:44 2017-09-27 19:57:13 5/3/19 17:16 2017-09-27 20:00:29 hy-lei/math-finance-exercise ishank011/gs-quantify-bond-prediction inactive
123 Trend Following http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html A futures trend following portfolio investment strategy. Other Models
124 Mixture Models I https://github.com/BlackArbsCEO/Mixture_Models Mixture models to predict market bottoms. Other Models 3/2/21 19:44 2021-03-02 19:44:01 31 31.0 31 31.0 1 1.0 3/20/17 18:54 2017-03-20 18:54:24 4/25/17 23:35 2017-04-25 23:35:20 BlackArbsCEO/Mixture_Models inactive
125 Mixture Models II https://github.com/BlackArbsCEO/mixture_model_trading_public Mixture models and stock trading. Other Models 3/12/21 13:21 2021-03-12 13:21:17 166 166.0 73 73.0 1 1.0 12/11/17 17:05 2017-12-11 17:05:38 5/13/20 23:50 2020-05-13 23:50:47 BlackArbsCEO/mixture_model_trading_public active
126 Fundamental LT Forecasts https://github.com/Hvass-Labs/FinanceOps Research in investment finance for long term forecasts. Other Models 3/21/21 19:26 2021-04-03 10:59:10 379 381.0 126 126.0 1 1.0 7/22/18 8:14 2018-07-22 08:14:46 2/17/21 14:39 2021-02-17 14:39:30 Hvass-Labs/FinanceOps active
127 Scikit-learn Stock Prediction https://github.com/robertmartin8/MachineLearningStocks Using python and scikit-learn to make stock predictions. Other Models 3/30/21 18:11 2021-04-03 11:22:54 919 922.0 344 344.0 2 2.0 2/12/17 4:50 2017-02-12 04:50:44 2/4/21 3:48 2021-02-04 03:48:33 robertmartin8/MachineLearningStocks active
128 Short-Term Movement Cues https://github.com/anfederico/Clairvoyant Identify social/historical cues for short term stock movement. Other Models 3/28/21 16:31 2021-03-31 20:19:04 2157 2158.0 678 676.0 1 1.0 9/12/16 18:38 2016-09-12 18:38:17 8/29/18 20:27 2018-08-29 20:27:19 anfederico/Clairvoyant anfederico/clairvoyant inactive
129 Machine Learning in Asset Management Financial Event Prediction using Machine Learning https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555 Personal Papers
130 Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization https://jfds.pm-research.com/content/2/1/10 https://jfds.pm-research.com/content/2/2/17 Personal Papers
131 Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies https://jfds.pm-research.com/content/2/2/17 https://jfds.pm-research.com/content/2/1/10 Personal Papers
132 Financial Event Prediction using Machine Learning Machine Learning in Asset Management https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555 https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952 Personal Papers
133 PyPortfolioOpt https://github.com/robertmartin8/PyPortfolioOpt Financial portfolio optimisation, including classical efficient frontier and advanced methods. Portfolio Selection and Optimisation 3/30/21 3:37 2021-04-03 15:57:14 1865 1875.0 476 478.0 16 16.0 5/29/18 13:30 2018-05-29 13:30:30 2/25/21 13:01 2021-02-25 13:01:56 robertmartin8/PyPortfolioOpt active
134 DeepDow https://github.com/jankrepl/deepdow Portfolio optimization with deep learning. Portfolio Selection and Optimisation 3/30/21 13:34 2021-04-01 16:06:44 303 306.0 57 57.0 2 2.0 2/2/20 8:46 2020-02-02 08:46:33 2/16/21 18:50 2021-02-16 18:50:53 jankrepl/deepdow active
135 Modern Portfolio Theory https://nbviewer.jupyter.org/github/Marigold/universal-portfolios/blob/master/modern-portfolio-theory.ipynb Universal portfolios; modern portfolio theory. Portfolio Selection and Optimisation
136 OLMAR Algorithm https://github.com/charlessutton/OLMAR/blob/master/Part3.ipynb Relative importance of each component of the OLMAR algorithm. Portfolio Selection and Optimisation 12/16/20 17:28 2020-12-16 17:28:05 6 6.0 3 3.0 1 1.0 7/26/16 16:20 2016-07-26 16:20:10 12/30/16 11:40 2016-12-30 11:40:53 charlessutton/OLMAR inactive
137 Online Portfolio Selection https://nbviewer.jupyter.org/github/paulperry/quant/blob/master/OLPS_Comparison.ipynb ****Comparing OLPS algorithms on a diversified set of ETFs. Portfolio Selection and Optimisation
138 401K Portfolio Optimisation https://github.com/otosman/Python-for-Finance/blob/master/Portfolio%20Optimization%20401k.ipynb Portfolio analyses and optimisation for 401K. Portfolio Selection and Optimisation 12/25/20 9:39 2020-12-25 09:39:33 14 14.0 5 5.0 1 1.0 8/1/18 19:48 2018-08-01 19:48:24 9/5/19 11:18 2019-09-05 11:18:56 otosman/Python-for-Finance active
139 Policy Gradient Portfolio https://github.com/ZhengyaoJiang/PGPortfolio A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem. Portfolio Selection and Optimisation 3/30/21 14:21 2021-03-31 09:42:46 1274 1276.0 629 628.0 6 6.0 11/12/17 16:08 2017-11-12 16:08:44 5/9/19 9:50 2019-05-09 09:50:18 ZhengyaoJiang/PGPortfolio active
140 Deep Portfolio Theory https://github.com/tcloaa/Deep-Portfolio-Theory Autoencoder framework for portfolio selection. Portfolio Selection and Optimisation 1/30/21 13:50 2021-01-30 13:50:57 104 104.0 58 58.0 1 1.0 2/10/17 9:03 2017-02-10 09:03:08 3/8/18 16:47 2018-03-08 16:47:00 tcloaa/Deep-Portfolio-Theory inactive
141 Efficient Frontier https://github.com/tthustla/efficient_frontier/blob/master/Efficient%20_Frontier_implementation.ipynb Modern Portfolio Theory. Portfolio Selection and Optimisation 3/30/21 0:01 2021-03-30 00:01:39 104 104.0 57 57.0 1 1.0 2/17/18 8:19 2018-02-17 08:19:46 2/27/18 13:16 2018-02-27 13:16:57 tthustla/efficient_frontier inactive
142 Reinforcement Learning https://github.com/filangel/qtrader Reinforcement Learning for Portfolio Management. Portfolio Selection and Optimisation 3/29/21 3:47 2021-03-29 03:47:07 364 364.0 150 151.0 1 1.0 10/7/17 9:14 2017-10-07 09:14:33 6/26/18 9:22 2018-06-26 09:22:27 filangel/qtrader filangelos/qtrader inactive
143 Distribution Characteristic Optimisation https://github.com/VivekPa/OptimalPortfolio Extends classical portfolio optimisation to take the skewness and kurtosis of the distribution of market invariants into account. Portfolio Selection and Optimisation 3/18/21 22:35 2021-03-18 22:35:10 229 229.0 82 82.0 3 3.0 11/16/18 12:20 2018-11-16 12:20:25 7/4/19 1:41 2019-07-04 01:41:46 VivekPa/OptimalPortfolio active
144 Pair Trading RL RL IV https://github.com/shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading https://github.com/jjakimoto/DQN Using deep actor-critic model to learn best strategies in pair trading. Reinforcement Learning for finance. Reinforcement Learning 3/27/21 2:19 2021-03-25 19:14:20 241 140.0 114 55.0 1 1.0 5/18/17 16:47 2016-10-21 02:47:17 5/18/17 16:56 2017-04-07 08:11:57 shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading jjakimoto/DQN inactive
145 RL II RL Trading https://github.com/deependersingla/deep_trader https://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sW reinforcement learning on stock market and agent tries to learn trading. A collection of 25+ Reinforcement Learning Trading Strategies -Google Colab. Reinforcement Learning 3/29/21 11:10 1340 490 3 6/11/16 7:27 1/22/18 14:35 deependersingla/deep_trader
146 RL RL V https://github.com/kh-kim/stock_market_reinforcement_learning https://github.com/gstenger98/rl-finance OpenGym with Deep Q-learning and Policy Gradient. Building an Agent to Trade with Reinforcement Learning. Reinforcement Learning 3/28/21 22:14 2021-01-03 04:36:11 712 32.0 299 7.0 1 5.0 10/4/16 14:42 2019-01-16 00:43:36 12/23/16 7:34 2020-03-19 20:28:08 kh-kim/stock_market_reinforcement_learning gstenger98/rl-finance active
147 RL III RL https://github.com/samre12/deep-trading-agent https://github.com/kh-kim/stock_market_reinforcement_learning Github -Deep Reinforcement Learning based Trading Agent for Bitcoin. OpenGym with Deep Q-learning and Policy Gradient. Reinforcement Learning 3/29/21 1:02 2021-04-01 14:04:21 575 713.0 204 299.0 1 1.0 9/21/17 17:05 2016-10-04 14:42:19 4/13/18 16:33 2016-12-23 07:34:08 samre12/deep-trading-agent kh-kim/stock_market_reinforcement_learning inactive
148 RL IV RL II https://github.com/jjakimoto/DQN https://github.com/deependersingla/deep_trader Reinforcement Learning for finance. reinforcement learning on stock market and agent tries to learn trading. Reinforcement Learning 3/25/21 19:14 2021-03-29 11:10:37 140 1340.0 55 490.0 1 3.0 10/21/16 2:47 2016-06-11 07:27:10 4/7/17 8:11 2018-01-22 14:35:50 jjakimoto/DQN deependersingla/deep_trader inactive
149 RL V Pair Trading RL https://github.com/gstenger98/rl-finance https://github.com/shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading Building an Agent to Trade with Reinforcement Learning. Using deep actor-critic model to learn best strategies in pair trading. Reinforcement Learning 1/3/21 4:36 2021-03-27 02:19:29 32 241.0 7 114.0 5 1.0 1/16/19 0:43 2017-05-18 16:47:11 3/19/20 20:28 2017-05-18 16:56:38 gstenger98/rl-finance shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading inactive
150 RL Trading RL III https://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sW https://github.com/samre12/deep-trading-agent A collection of 25+ Reinforcement Learning Trading Strategies -Google Colab. Github -Deep Reinforcement Learning based Trading Agent for Bitcoin. Reinforcement Learning 2021-04-03 20:48:36 576.0 204.0 1.0 2017-09-21 17:05:19 2018-04-13 16:33:21 samre12/deep-trading-agent inactive
151 Fund classification https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb Fund classification using text mining and NLP. Textual 10/6/20 18:46 2021-03-31 02:12:50 3 4.0 2 2.0 1 1.0 4/16/18 22:18 2018-04-16 22:18:55 6/7/18 22:01 2018-06-07 22:01:32 frechfrechfrech/Mutual-Fund-Market-Clusters inactive
152 Financial Sentiment Analysis https://github.com/EricHe98/Financial-Statements-Text-Analysis Sentiment, distance and proportion analysis for trading signals. Textual 1/21/21 8:07 2021-03-31 23:48:48 47 48.0 27 27.0 1 1.0 6/23/17 0:05 2017-06-23 00:05:49 1/26/19 3:35 2019-01-26 03:35:55 EricHe98/Financial-Statements-Text-Analysis inactive
153 NLP Event https://github.com/yuriak/DLQuant Applying Deep Learning and NLP in Quantitative Trading. Textual 3/24/21 2:52 2021-04-01 02:16:38 68 70.0 31 31.0 1 1.0 7/2/18 23:50 2018-07-02 23:50:52 1/31/19 14:08 2019-01-31 14:08:20 yuriak/DLQuant inactive
154 Financial Statement Sentiment https://github.com/MAydogdu/TextualAnalysis Extracting sentiment from financial statements using neural networks. Textual 10/22/20 16:32 2021-03-31 02:10:58 7 8.0 7 7.0 1 1.0 6/4/18 20:54 2018-06-04 20:54:14 6/4/18 20:56 2018-06-04 20:56:02 MAydogdu/TextualAnalysis inactive
155 Extensive NLP https://github.com/TiesdeKok/Python_NLP_Tutorial/blob/master/NLP_Notebook.ipynb Comprehensive NLP techniques for accounting research. Textual 3/21/21 7:39 2021-03-21 07:39:02 73 73.0 42 42.0 1 1.0 10/25/17 7:10 2017-10-25 07:10:26 6/5/20 3:28 2020-06-05 03:28:46 TiesdeKok/Python_NLP_Tutorial active
156 Accounting Anomalies https://github.com/GitiHubi/deepAI/blob/master/GTC_2018_Lab-solutions.ipynb Using deep-learning frameworks to identify accounting anomalies. Textual 3/30/21 3:25 2021-03-31 02:11:18 106 107.0 50 51.0 2 2.0 5/24/17 12:36 2017-05-24 12:36:38 8/7/19 21:47 2019-08-07 21:47:08 GitiHubi/deepAI active
157 Buzzwords https://github.com/swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Funds Return performance and mutual fund selection. Textual 10/6/20 18:54 2020-10-06 18:54:58 1 1.0 4 4.0 1 1.0 2/4/18 21:51 2018-02-04 21:51:16 2/4/18 21:57 2018-02-04 21:57:09 swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Funds inactive
158 Earning call transcripts https://github.com/lin882/WebAnalyticsProject Correlation between mutual fund investment decision and earning call transcripts. Textual 12/17/20 8:24 2020-12-17 08:24:20 3 3.0 3 3.0 1 1.0 12/30/17 8:56 2017-12-30 08:56:03 1/11/18 2:11 2018-01-11 02:11:11 lin882/WebAnalyticsProject inactive
159 NLP https://github.com/toamitesh/NLPinFinance This project assembles a lot of NLP operations needed for finance domain. Textual toamitesh/NLPinFinance
160 PCA Pairs Trading Industry Clustering https://github.com/joelQF/quant-finance/tree/master/Artificial_IntelIigence_for_Trading https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries PCA, Factor Returns, and trading strategies. Project to cluster industries according to financial attributes. Unsupervised 2020-10-06 18:51:22 4.0 5.0 1.0 2017-07-21 02:12:51 2017-07-23 02:53:37 joelQF/quant-finance SeanMcOwen/FinanceAndPython.com-ClusteringIndustries inactive
161 Industry Clustering Pairs Trading https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries https://github.com/marketneutral/pairs-trading-with-ML/blob/master/Pairs%2BTrading%2Bwith%2BMachine%2BLearning.ipynb Clustering of industries. Finding pairs with cluster analysis. Unsupervised 10/6/20 18:51 2021-03-08 11:01:33 4 78.0 5 36.0 1 0.0 7/21/17 2:12 2017-09-05 19:19:19 7/23/17 2:53 2017-09-27 20:42:14 SeanMcOwen/FinanceAndPython.com-ClusteringIndustries marketneutral/pairs-trading-with-ML inactive
162 Pairs Trading VRA Stock Embedding https://github.com/marketneutral/pairs-trading-with-ML/blob/master/Pairs%2BTrading%2Bwith%2BMachine%2BLearning.ipynb https://github.com/ml-hongkong/stock2vec Finding pairs with cluster analysis. Variational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history. Unsupervised 3/8/21 11:01 2020-10-20 11:05:55 78 32.0 36 12.0 0 1.0 9/5/17 19:19 2017-06-21 04:47:14 9/27/17 20:42 2017-06-21 04:51:13 marketneutral/pairs-trading-with-ML ml-hongkong/stock2vec inactive
163 Industry Clustering PCA Pairs Trading https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries https://github.com/joelQF/quant-finance/tree/master/Artificial_IntelIigence_for_Trading Project to cluster industries according to financial attributes. PCA, Factor Returns, and trading strategies. Unsupervised 10/6/20 18:51 4 5 1 7/21/17 2:12 7/23/17 2:53 SeanMcOwen/FinanceAndPython.com-ClusteringIndustries joelQF/quant-finance
164 VRA Stock Embedding Industry Clustering https://github.com/ml-hongkong/stock2vec https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries Variational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history. Clustering of industries. Unsupervised 10/20/20 11:05 2020-10-06 18:51:22 32 4.0 12 5.0 1 1.0 6/21/17 4:47 2017-07-21 02:12:51 6/21/17 4:51 2017-07-23 02:53:37 ml-hongkong/stock2vec SeanMcOwen/FinanceAndPython.com-ClusteringIndustries inactive
165 Fund Clusters https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb Data exploration of fund clusters. Unsupervised 10/6/20 18:46 2021-03-31 02:12:50 3 4.0 2 2.0 1 1.0 4/16/18 22:18 2018-04-16 22:18:55 6/7/18 22:01 2018-06-07 22:01:32 frechfrechfrech/Mutual-Fund-Market-Clusters inactive