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	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	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	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
43	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
44	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
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	3	3/31/21 8:00
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	5	3/31/21 8:00
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	5	3/31/21 8:00
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	4	3/31/21 8:00
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	3	3/31/21 8:00
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	3	3/31/21 8:00
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	5	3/31/21 8:00
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	3	3/31/21 8:00
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	3	3/31/21 8:00
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	3	3/31/21 8:00
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	3	3/31/21 8:00
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	5	3/31/21 8:00
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	3	3/31/21 8:00
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	3	3/31/21 8:00
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	3	3/31/21 8:00
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	3
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	4
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	3
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	5
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	5
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	5
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	4
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	3
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	active	4
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