financial-machine-learning/raw_data/url_list.csv

1	name	url	comment	category	last_update	star_count	fork_count	contributors_count	created_at	last_commit	repo_path	repo_status
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	8	6	2	1/27/16 21:13	3/14/16 20:03	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	2	1	1	3/29/18 23:31	3/29/18 23:33	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	4	2	1	2/8/17 18:39	4/27/17 22:55	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	9	5	1	12/11/14 0:25	12/12/14 21:25	ahmedhosny/theGreenCanvas	inactive
7	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
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	3	2	1	12/4/17 8:59	12/13/17 5:35	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	5	1	1	2/27/18 16:46	2/13/19 0:15	CJL89/Kiva-Crowdfunding	inactive
10	NYU FRE	https://engineering.nyu.edu/academics/departments/finance-and-risk-engineering	Finance and Risk Engineering (NYU Tandon)	Colleges, Centers and Departments
11	Cornell University	https://www.cornell.edu/		Colleges, Centers and Departments
12	Stanford Advanced Financial Technologies	https://fintech.stanford.edu/	Stanford Advanced Financial Technologies Laboratory	Colleges, Centers and Departments
13	NYU Courant	https://cims.nyu.edu/	Courant Institute of Mathematical Sciences, New York University	Colleges, Centers and Departments
14	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
15	Oxford Man	https://www.oxford-man.ox.ac.uk/	Oxford-Man Institute of Quantitative Finance	Colleges, Centers and Departments
16	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
17	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
18	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
19	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
20	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
21	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
22	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
23	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
24	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
25	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
26	https://fred.stlouisfed.org/	https://fred.stlouisfed.org/		Data
27	Financial Corporate	http://raw.rutgers.edu/Corporate%20Financial%20Data.html		Data
28	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
29	https://stooq.com	https://stooq.com		Data
30	http://finance.yahoo.com/	http://finance.yahoo.com/		Data
31	Non-financial Corporate	http://raw.rutgers.edu/Non-Financial%20Corporate%20Data.html		Data
32	Rating Industries	http://www.ratingshistory.info/		Data
33	Capital Markets Data	https://www.capitalmarketsdata.com/		Data
34	IRS	http://social-metrics.org/sox/		Data
35	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
36	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
37	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
38	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
39	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
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	958	434	4	4/25/18 17:22	1/16/20 17:25	BlackArbsCEO/Adv_Fin_ML_Exercises
42	awesome-deep-trading	https://github.com/cbailes/awesome-deep-trading	NEW	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
43	trading-bot	https://github.com/pskrunner14/trading-bot	NEW	Deep Learning	3/31/21 9:46	285	137	1	8/13/18 10:44	1/23/20 4:41	pskrunner14/trading-bot	active
44	Advanced-Deep-Trading	https://github.com/Rachnog/Advanced-Deep-Trading	NEW	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
45	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
46	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
47	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
48	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
49	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
50	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
51	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
52	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
53	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
54	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
55	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
56	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
57	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
58	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
59	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
60	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
61	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
62	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
63	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
64	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
65	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
66	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
67	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
68	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
69	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
70	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
71	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
72	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
73	Options	https://github.com/PHBS/2018.M1.ASP/tree/master/py	Black Scholes and Copula.	Derivatives and Hedging							PHBS/2018.M1.ASP
74	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
75	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
76	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
77	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
78	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
79	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
80	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
81	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
82	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
83	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
84	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
85	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
86	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
87	Commodity	https://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynb	Commodity influence over Brazilian stocks.	Extended Research							felipessalvatore/fin2vec
88	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
89	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
90	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
91	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
92	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
93	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
94	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
95	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
96	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
97	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
98	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
99	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
100	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
101	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
102	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
103	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
104	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
105	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
106	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
107	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
108	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
109	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
110	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
111	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
112	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
113	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
114	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
115	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
116	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
117	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
118	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
119	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
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	3	3	1	7/18/18 19:26	7/18/18 19:34	RobinsonGarcia/fixed-income
121	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
122	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
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	31	31	1	3/20/17 18:54	4/25/17 23:35	BlackArbsCEO/Mixture_Models
125	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
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	379	126	1	7/22/18 8:14	2/17/21 14:39	Hvass-Labs/FinanceOps
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	919	344	2	2/12/17 4:50	2/4/21 3:48	robertmartin8/MachineLearningStocks
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	2157	678	1	9/12/16 18:38	8/29/18 20:27	anfederico/Clairvoyant
129	Machine Learning in Asset Management	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952		Personal Papers
130	Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies	https://jfds.pm-research.com/content/2/1/10		Personal Papers
131	Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization	https://jfds.pm-research.com/content/2/2/17		Personal Papers
132	Financial Event Prediction using Machine Learning	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555		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	1865	476	16	5/29/18 13:30	2/25/21 13:01	robertmartin8/PyPortfolioOpt
134	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
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	6	3	1	7/26/16 16:20	12/30/16 11:40	charlessutton/OLMAR
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	14	5	1	8/1/18 19:48	9/5/19 11:18	otosman/Python-for-Finance
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	1274	629	6	11/12/17 16:08	5/9/19 9:50	ZhengyaoJiang/PGPortfolio
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	104	58	1	2/10/17 9:03	3/8/18 16:47	tcloaa/Deep-Portfolio-Theory
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	104	57	1	2/17/18 8:19	2/27/18 13:16	tthustla/efficient_frontier
142	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
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	229	82	3	11/16/18 12:20	7/4/19 1:41	VivekPa/OptimalPortfolio
144	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
145	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
146	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
147	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
148	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
149	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
150	RL Trading	https://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sW	A collection of 25+ Reinforcement Learning Trading Strategies -Google Colab.	Reinforcement Learning
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	3	2	1	4/16/18 22:18	6/7/18 22:01	frechfrechfrech/Mutual-Fund-Market-Clusters
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	47	27	1	6/23/17 0:05	1/26/19 3:35	EricHe98/Financial-Statements-Text-Analysis
153	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
154	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
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	73	42	1	10/25/17 7:10	6/5/20 3:28	TiesdeKok/Python_NLP_Tutorial
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	106	50	2	5/24/17 12:36	8/7/19 21:47	GitiHubi/deepAI
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	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
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	3	3	1	12/30/17 8:56	1/11/18 2:11	lin882/WebAnalyticsProject
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	https://github.com/joelQF/quant-finance/tree/master/Artificial_IntelIigence_for_Trading	PCA, Factor Returns, and trading strategies.	Unsupervised							joelQF/quant-finance
161	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
162	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
163	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
164	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
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	3	2	1	4/16/18 22:18	6/7/18 22:01	frechfrechfrech/Mutual-Fund-Market-Clusters