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
2	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
3	Deep Learning II	https://github.com/LiamConnell/deep-algotrading/tree/master/notebooks	Tensorflow Regression.	Deep Learning	2021-03-21 06:53:56	174.0	68.0	1.0	2016-07-12 12:56:10	2018-02-16 02:43:36
4	Deep Learning III	https://github.com/Rachnog/Deep-Trading	Algorithmic trading with deep learning experiments.	Deep Learning	2021-03-26 06:28:38	1262.0	675.0	1.0	2016-06-18 18:23:06	2018-08-07 15:24:45
5	Deep Learning IV	https://github.com/achillesrasquinha/bulbea	Bulbea: Deep Learning based Python Library.	Deep Learning	2021-03-28 15:58:19	1448.0	416.0	1.0	2017-03-09 06:11:06	2017-03-19 07:42:49
6	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
7	LTSM Recurrent	https://github.com/VivekPa/AIAlpha	OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network.	Deep Learning	2021-03-30 03:12:21	1198.0	370.0	2.0	2018-10-07 03:58:26	2019-08-03 09:00:44
8	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	2021-03-16 04:35:29	218.0	83.0	1.0	2018-08-05 02:13:21	2018-10-01 11:25:53
9	Neural Network	https://github.com/VivekPa/IntroNeuralNetworks	Neural networks to predict stock prices.	Deep Learning	2021-03-26 01:22:42	487.0	177.0	2.0	2018-09-10 06:34:53	2018-11-21 07:39:31
10	AI Trading	https://github.com/borisbanushev/stockpredictionai/blob/master/readme2.md	AI to predict stock market movements.	Deep Learning	2021-03-29 14:35:26	2852.0	1379.0	1.0	2019-01-09 08:02:47	2019-02-11 16:32:47
11	RL Trading	https://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sW	A collection of 25+ Reinforcement Learning Trading Strategies -Google Colab.	Reinforcement Learning
12	RL	https://github.com/kh-kim/stock_market_reinforcement_learning	OpenGym with Deep Q-learning and Policy Gradient.	Reinforcement Learning	2021-03-28 22:14:59	712.0	299.0	1.0	2016-10-04 14:42:19	2016-12-23 07:34:08
13	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
14	RL III	https://github.com/samre12/deep-trading-agent	Github -Deep Reinforcement Learning based Trading Agent for Bitcoin.	Reinforcement Learning	2021-03-29 01:02:47	575.0	204.0	1.0	2017-09-21 17:05:19	2018-04-13 16:33:21
15	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
16	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
17	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
18	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
19	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
20	Scikit-learn Stock Prediction	https://github.com/robertmartin8/MachineLearningStocks	Using python and scikit-learn to make stock predictions.	Other Models	2021-03-28 03:33:04	918.0	344.0	2.0	2017-02-12 04:50:44	2021-02-04 03:48:33
21	Fundamental LT Forecasts	https://github.com/Hvass-Labs/FinanceOps	Research in investment finance for long term forecasts.	Other Models	2021-03-21 19:26:51	379.0	126.0	1.0	2018-07-22 08:14:46	2021-02-17 14:39:30
22	Short-Term Movement Cues	https://github.com/anfederico/Clairvoyant	Identify social/historical cues for short term stock movement.	Other Models	2021-03-28 16:31:16	2157.0	678.0	1.0	2016-09-12 18:38:17	2018-08-29 20:27:19
23	Trend Following	http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html	A futures trend following portfolio investment strategy.	Other Models
24	Advanced ML	https://github.com/BlackArbsCEO/Adv_Fin_ML_Exercises	Exercises too Financial Machine Learning (De Prado).	Data Processing Techniques and Transformations	2021-03-30 14:20:26	957.0	434.0	4.0	2018-04-25 17:22:40	2020-01-16 17:25:41
25	Advanced ML II	https://github.com/hudson-and-thames/research	More implementations of Financial Machine Learning (De Prado).	Data Processing Techniques and Transformations
26	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
27	Reinforcement Learning	https://github.com/filangel/qtrader	Reinforcement Learning for Portfolio Management.	Portfolio Selection and Optimisation	2021-03-29 03:47:07	364.0	150.0	1.0	2017-10-07 09:14:33	2018-06-26 09:22:27
28	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
29	PyPortfolioOpt	https://github.com/robertmartin8/PyPortfolioOpt	Financial portfolio optimisation, including classical efficient frontier and advanced methods.	Portfolio Selection and Optimisation	2021-03-30 03:37:20	1865.0	476.0	16.0	2018-05-29 13:30:30	2021-02-25 13:01:56
30	Policy Gradient Portfolio	https://github.com/ZhengyaoJiang/PGPortfolio	A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.	Portfolio Selection and Optimisation	2021-03-30 14:21:01	1274.0	629.0	6.0	2017-11-12 16:08:44	2019-05-09 09:50:18
31	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
32	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
33	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
34	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
35	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
36	DeepDow	https://github.com/jankrepl/deepdow	Portfolio optimization with deep learning.	Portfolio Selection and Optimisation	2021-03-30 13:34:40	303.0	57.0	2.0	2020-02-02 08:46:33	2021-02-16 18:50:53
37	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
38	Pyfolio	https://github.com/quantopian/pyfolio	Portfolio and risk analytics in Python.	Factor and Risk Analysis:	2021-03-30 15:14:24	3633.0	1143.0	42.0	2015-06-01 15:31:39	2020-02-28 17:30:19
39	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
40	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
41	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
42	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
43	VaR	https://github.com/willb/var-notebook/blob/master/var-notebook/var-pdfs.ipynb	Value-at-risk calculations.	Factor and Risk Analysis:	2020-10-06 20:29:28	9.0	9.0	1.0	2016-11-15 19:24:17	2017-01-14 21:19:30
44	Python for Finance	https://github.com/yhilpisch/py4fi/tree/master/jupyter36	Various financial notebooks.	Factor and Risk Analysis:	2021-03-27 13:15:22	1294.0	791.0	1.0	2014-12-15 11:23:34	2018-07-10 06:38:12
45	Performance Analysis	https://github.com/quantopian/alphalens	Performance analysis of predictive (alpha) stock factors.	Factor and Risk Analysis:	2021-03-30 06:28:54	1835.0	691.0	17.0	2016-06-03 21:49:15	2020-04-27 18:40:41
46	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
47	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
48	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
49	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
50	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
51	PCA Pairs Trading	https://github.com/joelQF/quant-finance/tree/master/Artificial_IntelIigence_for_Trading	PCA, Factor Returns, and trading strategies.	Unsupervised:
52	Fund Clusters	https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb	Data exploration of fund clusters.	Unsupervised:	2020-10-06 18:46:48	3.0	2.0	1.0	2018-04-16 22:18:55	2018-06-07 22:01:32
53	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
54	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
55	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
56	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
57	NLP	https://github.com/toamitesh/NLPinFinance	This project assembles a lot of NLP operations needed for finance domain.	Textual:
58	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
59	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
60	Fund classification	https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb	Fund classification using text mining and NLP.	Textual:	2020-10-06 18:46:48	3.0	2.0	1.0	2018-04-16 22:18:55	2018-06-07 22:01:32
61	NLP Event	https://github.com/yuriak/DLQuant	Applying Deep Learning and NLP in Quantitative Trading.	Textual:	2021-03-24 02:52:49	68.0	31.0	1.0	2018-07-02 23:50:52	2019-01-31 14:08:20
62	Financial Sentiment Analysis	https://github.com/EricHe98/Financial-Statements-Text-Analysis	Sentiment, distance and proportion analysis for trading signals.	Textual:	2021-01-21 08:07:21	47.0	27.0	1.0	2017-06-23 00:05:49	2019-01-26 03:35:55
63	Financial Statement Sentiment	https://github.com/MAydogdu/TextualAnalysis	Extracting sentiment from financial statements using neural networks.	Textual:	2020-10-22 16:32:34	7.0	7.0	1.0	2018-06-04 20:54:14	2018-06-04 20:56:02
64	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
65	Accounting Anomalies	https://github.com/GitiHubi/deepAI/blob/master/GTC_2018_Lab-solutions.ipynb	Using deep-learning frameworks to identify accounting anomalies.	Textual:	2021-03-30 03:25:31	106.0	50.0	2.0	2017-05-24 12:36:38	2019-08-07 21:47:08
66	Options	https://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5D	Introduction to options.	Derivatives and Hedging:	2021-03-27 22:51:59	328.0	164.0	36.0	2017-07-28 15:48:29	2021-03-17 17:17:08
67	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
68	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
69	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
70	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
71	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
72	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
73	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
74	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
75	Options	https://github.com/PHBS/2018.M1.ASP/tree/master/py	Black Scholes and Copula.	Derivatives and Hedging:
76	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
77	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
78	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
79	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
80	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
81	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
82	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
83	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
84	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
85	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
86	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
87	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
88	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
89	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
90	HFT	https://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy	High frequency trading.	Extended Research:	2021-03-29 17:04:25	742.0	331.0	1.0	2016-07-21 05:14:14	2017-02-14 16:47:25
91	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
92	Mathematical Finance	https://github.com/Auquan/Tutorials	Notebooks for math and financial tutorials.	Extended Research:	2021-03-29 10:26:01	661.0	426.0	9.0	2017-01-21 11:24:18	2020-08-01 17:03:32
93	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
94	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
95	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
96	Commodity	https://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynb	Commodity influence over Brazilian stocks.	Extended Research:
97	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
98	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:
99	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
100	Bayesian Finance	https://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynb	Notebook PyMC3 implementation.	Extended Research:	2021-03-25 18:38:09	229.0	53.0	1.0	2018-08-28 14:45:00	2020-08-06 22:03:47
101	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
102	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
103	Backtests	https://github.com/AlgoTraders/stock-analysis-engine	Trading data and algorithms.	Extended Research:	2021-03-30 02:32:59	613.0	162.0	3.0	2018-09-16 20:00:36	2020-09-05 13:01:05
104	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
105	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
106	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
107	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
108	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
109	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
110	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
111	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
112	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
113	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
114	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
115	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
116	Python for Finance	https://github.com/siaen/python_finance_course	CEU python for finance course material.	Courses	2021-03-26 22:33:25	15.0	15.0	4.0	2017-12-12 11:54:46	2020-02-25 20:31:41
117	Handson Python for Finance	https://github.com/PacktPublishing/Hands-on-Python-for-Finance	Hands-on Python for Finance published by Packt.	Courses	2021-03-26 22:26:32	120.0	107.0	3.0	2018-08-20 14:10:37	2021-01-15 08:57:06
118	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	2021-03-30 13:59:04	3640.0	1133.0	7.0	2018-05-09 12:33:08	2021-03-19 14:10:47
119	ML Specialisation	https://github.com/Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization	Machine Learning in Finance.	Courses	2021-03-13 10:49:36	32.0	31.0	1.0	2019-01-24 02:55:01	2020-01-03 21:54:16
120	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
121	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
122	Basic Derivatives	https://github.com/SeanMcOwen/FinanceAndPython.com-Derivatives	Basic forward contracts and hedging.	Courses	2020-10-06 18:10:50	3.0	4.0	1.0	2017-08-24 00:11:37	2017-10-13 01:32:23
123	Basic Finance	https://github.com/SeanMcOwen/FinanceAndPython.com-BasicFinance	Source code notebooks basic finance applications.	Courses	2021-02-06 21:41:39	9.0	8.0	1.0	2017-05-06 02:39:05	2017-06-21 04:04:09
124	Capital Markets Data	https://www.capitalmarketsdata.com/		Data
125	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
126	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
127	Open Edgar	https://github.com/LexPredict/openedgar		Data	2021-03-28 14:26:09	165.0	61.0	6.0	2018-05-07 15:32:31	2019-05-15 08:32:30
128	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
129	IRS	http://social-metrics.org/sox/		Data
130	Rating Industries	http://www.ratingshistory.info/		Data
131	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
132	Financial Corporate	http://raw.rutgers.edu/Corporate%20Financial%20Data.html		Data
133	Non-financial Corporate	http://raw.rutgers.edu/Non-Financial%20Corporate%20Data.html		Data
134	http://finance.yahoo.com/	http://finance.yahoo.com/		Data
135	https://fred.stlouisfed.org/	https://fred.stlouisfed.org/		Data
136	https://stooq.com	https://stooq.com		Data
137	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
138	Financial Event Prediction using Machine Learning	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555		Personal Papers
139	Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies	https://jfds.pm-research.com/content/2/1/10		Personal Papers
140	Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization	https://jfds.pm-research.com/content/2/2/17		Personal Papers
141	Machine Learning in Asset Management	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952		Personal Papers
142	NYU FRE	https://engineering.nyu.edu/academics/departments/finance-and-risk-engineering	Finance and Risk Engineering (NYU Tandon)	Colleges, Centers and Departments
143	Cornell University	https://www.cornell.edu/		Colleges, Centers and Departments
144	NYU Courant	https://cims.nyu.edu/	Courant Institute of Mathematical Sciences, New York University	Colleges, Centers and Departments
145	Oxford Man	https://www.oxford-man.ox.ac.uk/	Oxford-Man Institute of Quantitative Finance	Colleges, Centers and Departments
146	Stanford Advanced Financial Technologies	https://fintech.stanford.edu/	Stanford Advanced Financial Technologies Laboratory	Colleges, Centers and Departments
147	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