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	8.0	6.0	2.0	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	2.0	1.0	1.0	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	4.0	2.0	1.0	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	9.0	5.0	1.0	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	12.0	7.0	2.0	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	3.0	2.0	1.0	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	5.0	1.0	1.0	2/27/18 16:46	2/13/19 0:15	CJL89/Kiva-Crowdfunding	inactive
10	Cornell University	https://www.cornell.edu/		Colleges Centers and Departments
11	Stanford Advanced Financial Technologies	https://fintech.stanford.edu/	Stanford Advanced Financial Technologies Laboratory	Colleges Centers and Departments
12	NYU FRE	https://engineering.nyu.edu/academics/departments/finance-and-risk-engineering	Finance and Risk Engineering (NYU Tandon)	Colleges Centers and Departments
13	Oxford Man	https://www.oxford-man.ox.ac.uk/	Oxford-Man Institute of Quantitative Finance	Colleges Centers and Departments
14	NYU Courant	https://cims.nyu.edu/	Courant Institute of Mathematical Sciences, New York University	Colleges Centers and Departments
15	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
16	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	4/12/21 16:18	3842.0	1225.0	8.0	5/9/18 12:33	4/10/21 22:21	stefan-jansen/machine-learning-for-trading	active
17	Basic Derivatives	https://github.com/SeanMcOwen/FinanceAndPython.com-Derivatives	Basic forward contracts and hedging.	Courses	3/31/21 2:08	4.0	4.0	1.0	8/24/17 0:11	10/13/17 1:32	SeanMcOwen/FinanceAndPython.com-Derivatives	inactive
18	Python for Finance	https://github.com/siaen/python_finance_course	CEU python for finance course material.	Courses	3/31/21 2:08	16.0	15.0	4.0	12/12/17 11:54	2/25/20 20:31	siaen/python_finance_course	active
19	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	64.0	25.0	1.0	10/29/17 20:34	1/22/19 6:56	JCreeks/Machine-Learning-in-Finance	inactive
20	Mathematical Finance	https://github.com/yadongli/nyumath2048	NYU Math-GA 2048: Scientific Computing in Finance.	Courses	1/14/21 18:01	69.0	63.0	6.0	1/25/15 21:10	3/25/20 4:24	yadongli/nyumath2048	active
21	Basic Investments	https://github.com/SeanMcOwen/FinanceAndPython.com-Investments	Basic investment tools in python.	Courses	3/23/21 6:32	9.0	5.0	1.0	8/2/17 21:52	8/17/17 3:24	SeanMcOwen/FinanceAndPython.com-Investments	inactive
22	ML Specialisation	https://github.com/Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization	Machine Learning in Finance.	Courses	4/5/21 13:37	34.0	32.0	1.0	1/24/19 2:55	1/3/20 21:54	Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization	active
23	Basic Finance	https://github.com/SeanMcOwen/FinanceAndPython.com-BasicFinance	Source code notebooks basic finance applications.	Courses	3/31/21 2:09	10.0	8.0	1.0	5/6/17 2:39	6/21/17 4:04	SeanMcOwen/FinanceAndPython.com-BasicFinance	inactive
24	Risk Management	https://github.com/andrey-lukyanov/Risk-Management	Finance risk engagement course resources.	Courses	11/12/20 0:49	6.0	5.0	3.0	10/3/18 16:26	12/13/18 8:04	andrey-lukyanov/Risk-Management	inactive
25	Handson Python for Finance	https://github.com/PacktPublishing/Hands-on-Python-for-Finance	Hands-on Python for Finance published by Packt.	Courses	4/12/21 0:49	121.0	110.0	3.0	8/20/18 14:10	1/15/21 8:57	PacktPublishing/Hands-on-Python-for-Finance	active
26	Financial Corporate	http://raw.rutgers.edu/Corporate%20Financial%20Data.html		Data
27	https://github.com/timestocome/StockMarketData	https://github.com/timestocome/StockMarketData		Data	3/26/21 22:35	7.0	5.0	1.0	5/10/17 21:49	8/6/17 19:23	timestocome/StockMarketData	inactive
28	http://finance.yahoo.com/	http://finance.yahoo.com/		Data
29	Rating Industries	http://www.ratingshistory.info/		Data
30	https://fred.stlouisfed.org/	https://fred.stlouisfed.org/		Data
31	Non-financial Corporate	http://raw.rutgers.edu/Non-Financial%20Corporate%20Data.html		Data
32	https://stooq.com	https://stooq.com		Data
33	SEC Parsing	https://github.com/healthgradient/sec-doc-info-extraction/blob/master/classify_sections_containing_relevant_information.ipynb		Data	2/27/21 6:34	9.0	6.0	1.0	6/16/18 14:30	6/16/18 17:23	healthgradient/sec-doc-info-extraction	inactive
34	Web Scraping (FirmAI)	https://github.com/firmai/business-machine-learning/blob/master/www.firmai.org/data		Data	4/10/21 17:19	577.0	184.0	2.0	2/19/19 19:02	7/22/20 16:48	firmai/business-machine-learning	active
35	EDGAR	https://github.com/TiesdeKok/UW_Python_Camp/blob/master/Materials/Session_5/EDGAR_walkthrough.ipynb		Data	1/23/21 19:22	11.0	10.0	1.0	6/11/18 22:51	7/10/18 18:03	TiesdeKok/UW_Python_Camp	inactive
36	Employee Count SEC Filings	https://github.com/healthgradient/sec_employee_information_extraction		Data	2/27/21 3:33	10.0	2.0	1.0	6/26/18 23:33	8/14/18 1:31	healthgradient/sec_employee_information_extraction	inactive
37	IRS	http://social-metrics.org/sox/		Data
38	Capital Markets Data	https://www.capitalmarketsdata.com/		Data
39	Open Edgar	https://github.com/LexPredict/openedgar		Data	4/9/21 12:15	169.0	61.0	6.0	5/7/18 15:32	5/15/19 8:32	LexPredict/openedgar	active
40	Twitter-Trends	https://github.com/Medha11/Twitter-Trends	NEW	Data Processing Techniques and Transformations	2021-02-07 09:16:53	66.0	21.0	1.0	2017-05-22 17:07:45	2017-05-23 08:06:27	Medha11/Twitter-Trends	inactive		2021-04-13 16:12:49.160843
41	cointrader	https://github.com/timolson/cointrader	NEW	Data Processing Techniques and Transformations	2021-04-10 17:16:37	339.0	140.0	9.0	2014-06-01 01:14:12	2020-10-22 00:24:50	timolson/cointrader	active		2021-04-13 16:12:49.160843
42	Google-Finance-Stock-Data-Analysis	https://github.com/hpnhxxwn/Google-Finance-Stock-Data-Analysis	NEW	Data Processing Techniques and Transformations	2020-12-20 08:39:26	70.0	10.0	1.0	2017-07-23 02:59:59	2017-07-23 03:10:35	hpnhxxwn/Google-Finance-Stock-Data-Analysis	inactive		2021-04-13 16:12:49.160843
43	finserv-application-blueprint	https://github.com/mapr-demos/finserv-application-blueprint	NEW	Data Processing Techniques and Transformations	2021-01-21 00:29:14	72.0	53.0	5.0	2016-09-26 19:42:54	2021-01-20 23:07:40	mapr-demos/finserv-application-blueprint	active		2021-04-13 16:12:49.160843
44	Advanced ML	https://github.com/BlackArbsCEO/Adv_Fin_ML_Exercises	Exercises too Financial Machine Learning (De Prado).	Data Processing Techniques and Transformations	4/12/21 2:20	973.0	435.0	4.0	4/25/18 17:22	1/16/20 17:25	BlackArbsCEO/Adv_Fin_ML_Exercises	active
45	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
46	CryptoNets	https://github.com/microsoft/CryptoNets	NEW	Data Processing Techniques and Transformations	2021-04-08 01:07:55	154.0	42.0	4.0	2019-06-02 05:48:39	2019-09-12 13:03:05	microsoft/CryptoNets	active		2021-04-13 16:12:49.160843
47	a3c_trading	https://github.com/evgps/a3c_trading	NEW	Deep Learning And Reinforcement Learning	4/10/21 12:49	311.0	98.0	1.0	6/4/18 15:30	5/23/20 14:47	evgps/a3c_trading	active		39:11.1
48	Trading-Gym	https://github.com/thedimlebowski/Trading-Gym	NEW	Deep Learning And Reinforcement Learning	4/10/21 8:00	507.0	147.0	3.0	6/13/17 13:14	7/10/17 8:09	thedimlebowski/Trading-Gym	inactive		39:11.1
49	DQN-DDPG_Stock_Trading	https://github.com/AI4Finance-LLC/DQN-DDPG_Stock_Trading	merged into FinRL library and uses [gym](https://gym.openai.com/) and implementation of DQN	Deep Learning And Reinforcement Learning	4/7/21 12:42	136.0	49.0	4.0	9/19/18 3:17	11/26/20 16:58	AI4Finance-LLC/DQN-DDPG_Stock_Trading	active	3.0	3/31/21 8:00
50	pairstrade-fyp-2019	https://github.com/wywongbd/pairstrade-fyp-2019	NEW	Deep Learning And Reinforcement Learning	4/4/21 23:47	110.0	41.0	2.0	9/7/18 7:51	5/13/20 5:06	wywongbd/pairstrade-fyp-2019	active		39:11.1
51	rl_trading	https://github.com/ucaiado/rl_trading	NEW	Deep Learning And Reinforcement Learning	4/8/21 15:34	207.0	89.0	1.0	5/29/17 22:19	8/29/17 14:54	ucaiado/rl_trading	inactive		39:11.1
52	Machine-Learning-and-Reinforcement-Learning-in-Finance	https://github.com/joelowj/Machine-Learning-and-Reinforcement-Learning-in-Finance	NEW	Deep Learning And Reinforcement Learning	3/30/21 9:11	175.0	98.0	1.0	6/26/18 4:30	9/23/18 16:50	joelowj/Machine-Learning-and-Reinforcement-Learning-in-Finance	inactive		39:11.1
53	maro	https://github.com/microsoft/maro	NEW	Deep Learning And Reinforcement Learning	4/12/21 2:22	386.0	66.0	17.0	12/27/19 6:48	4/7/21 15:49	microsoft/maro	active		39:11.1
54	TradingGym	https://github.com/cove9988/TradingGym	NEW	Deep Learning And Reinforcement Learning	3/28/21 5:37	112.0	39.0	3.0	11/6/17 0:50	11/15/17 23:55	cove9988/TradingGym	inactive		39:11.1
55	RLQuant	https://github.com/yuriak/RLQuant	NEW	Deep Learning And Reinforcement Learning	4/9/21 5:01	277.0	92.0	1.0	4/5/18 5:42	8/13/18 4:18	yuriak/RLQuant	inactive		39:11.1
56	RL Trading	https://colab.research.google.com/drive/1FzLCI0AO3c7A4bp9Fi01UwXeoc7BN8sW	A collection of 25+ Reinforcement Learning Trading Strategies -Google Colab.	Deep Learning And Reinforcement Learning									4.0
57	QLearning_Trading	https://github.com/ucaiado/QLearning_Trading	NEW	Deep Learning And Reinforcement Learning	4/6/21 22:09	433.0	168.0	1.0	8/10/16 6:02	10/15/16 2:36	ucaiado/QLearning_Trading	inactive		39:11.1
58	gym-trading	https://github.com/hackthemarket/gym-trading	NEW	Deep Learning And Reinforcement Learning	4/12/21 9:06	581.0	195.0	2.0	12/9/16 20:46	12/24/17 15:34	hackthemarket/gym-trading	inactive		39:11.1
59	RL II	https://github.com/deependersingla/deep_trader	reinforcement learning on stock market and agent tries to learn trading.	Deep Learning And Reinforcement Learning	4/11/21 20:21	1340.0	489.0	3.0	6/11/16 7:27	1/22/18 14:35	deependersingla/deep_trader	inactive	3.0
60	RL	https://github.com/kh-kim/stock_market_reinforcement_learning	OpenGym with Deep Q-learning and Policy Gradient.	Deep Learning And Reinforcement Learning	4/11/21 12:27	715.0	298.0	1.0	10/4/16 14:42	12/23/16 7:34	kh-kim/stock_market_reinforcement_learning	inactive	2.0
61	RL V	https://github.com/gstenger98/rl-finance	Building an Agent to Trade with Reinforcement Learning.	Deep Learning And Reinforcement Learning	4/8/21 18:57	33.0	8.0	5.0	1/16/19 0:43	3/19/20 20:28	gstenger98/rl-finance	active	2.0
62	RL IV	https://github.com/jjakimoto/DQN	Reinforcement Learning for finance.	Deep Learning And Reinforcement Learning	4/5/21 11:42	142.0	55.0	1.0	10/21/16 2:47	4/7/17 8:11	jjakimoto/DQN	inactive
63	tensortrade	https://github.com/tensortrade-org/tensortrade	NEW	Deep Learning And Reinforcement Learning	4/12/21 16:05	3101.0	715.0	39.0	7/30/19 21:28	3/24/21 16:25	tensortrade-org/tensortrade	active		39:11.1
64	RL III	https://github.com/samre12/deep-trading-agent	Github -Deep Reinforcement Learning based Trading Agent for Bitcoin.	Deep Learning And Reinforcement Learning	4/3/21 20:48	576.0	203.0	1.0	9/21/17 17:05	4/13/18 16:33	samre12/deep-trading-agent	inactive	3.0
65	Pair-Trading-Reinforcement-Learning	https://github.com/wai-i/Pair-Trading-Reinforcement-Learning	NEW	Deep Learning And Reinforcement Learning	4/10/21 4:53	136.0	56.0	1.0	6/9/19 22:50	1/3/20 15:36	wai-i/Pair-Trading-Reinforcement-Learning	active		39:11.1
66	TradingGym	https://github.com/Yvictor/TradingGym	NEW	Deep Learning And Reinforcement Learning	4/11/21 20:20	841.0	237.0	2.0	5/1/17 13:53	2/14/18 13:58	Yvictor/TradingGym	inactive		39:11.1
67	BitcoinForecast	https://github.com/PiSimo/BitcoinForecast	RNN model to predict short term price movement (in this case BTC for the next 9 minutes) [deepchart](https://pisimo.github.io/DeepChart/) is used to visualize the model	Deep Learning And Reinforcement Learning	4/6/21 2:06	289.0	128.0	3.0	3/10/17 10:52	6/11/18 8:07	PiSimo/BitcoinForecast	inactive	3.0	3/31/21 8:00
68	FinRL	https://github.com/AI4Finance-LLC/FinRL	NEW	Deep Learning And Reinforcement Learning	2021-04-13 14:37:21	1865.0	451.0	22.0	2020-07-26 13:18:16	2021-04-11 22:02:16	AI4Finance-LLC/FinRL	active		2021-04-13 16:13:03.716257
69	Deep-Learning-Machine-Learning-Stock	https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock	curated list of notebooks for machine learning models. Start with very simple linear models to more advanced reinforcement learning type of models. Problem with this repo is that the library version numbers may be changing over time and there's no specific way to track and upgrade	Deep Learning And Reinforcement Learning	4/12/21 2:58	275.0	99.0	1.0	9/29/18 23:38	3/18/21 3:16	LastAncientOne/Deep-Learning-Machine-Learning-Stock	active	3.0	3/31/21 8:00
70	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 And Reinforcement Learning	4/11/21 9:02	551.0	140.0	1.0	11/26/18 3:23	1/1/21 9:41	cbailes/awesome-deep-trading	active	4.0	3/31/21 8:00
71	Deep Learning IV	https://github.com/achillesrasquinha/bulbea	Bulbea: Deep Learning based Python Library.	Deep Learning And Reinforcement Learning	4/9/21 20:38	1467.0	416.0	1.0	3/9/17 6:11	3/19/17 7:42	achillesrasquinha/bulbea	inactive	5.0
72	AI Trading	https://github.com/borisbanushev/stockpredictionai/blob/master/readme2.md	AI to predict stock market movements.	Deep Learning And Reinforcement Learning	4/12/21 15:42	2876.0	1384.0	1.0	1/9/19 8:02	2/11/19 16:32	borisbanushev/stockpredictionai	inactive	5.0
73	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 And Reinforcement Learning	4/11/21 4:12	222.0	86.0	1.0	8/5/18 2:13	10/1/18 11:25	imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predict	inactive	3.0
74	Deep-Reinforcement-Learning-in-Trading	https://github.com/saeed349/Deep-Reinforcement-Learning-in-Trading	Deep reinforcement learning for trading leveraging [openai gym](https://gym.openai.com/) framework. Keras implementation of DQN DDQN (double deep Q network) and DDDQN (dueling double dqn) trained/tested on s&p 500 daily data from 2013 to 2018. approach is described in an article [here](https://www.linkedin.com/pulse/deep-reinforcement-learning-trading-saeed-rahman)	Deep Learning And Reinforcement Learning	4/10/21 13:17	138.0	66.0	1.0	5/11/18 0:52	10/26/19 14:22	saeed349/Deep-Reinforcement-Learning-in-Trading	active	3.0	3/31/21 8:00
75	trading-rl	https://github.com/Kostis-S-Z/trading-rl	Deep reinforcement learning for financial trading using [gym](https://gym.openai.com/) and [keras-rl](https://github.com/keras-rl/keras-rl) on FX dataset (EURUSD) not actively maintained	Deep Learning And Reinforcement Learning	4/10/21 4:59	180.0	38.0	2.0	4/22/19 10:03	9/28/20 9:07	Kostis-S-Z/trading-rl	active	3.0	3/31/21 8:00
76	Deep Learning III	https://github.com/Rachnog/Deep-Trading	Algorithmic trading with deep learning experiments.	Deep Learning And Reinforcement Learning	4/9/21 10:39	1266.0	675.0	1.0	6/18/16 18:23	8/7/18 15:24	Rachnog/Deep-Trading	inactive	5.0
77	Stock-Prediction-Models	https://github.com/huseinzol05/Stock-Prediction-Models	very good curated list of notebooks showing deep learning + reinforcement learning models. Also contain topics on outlier detections/overbought oversold study/monte carlo simulartions/sentiment analysis from text (text storage/parsing is not detailed but it mentioned using [BERT](https://github.com/google-research/bert))	Deep Learning And Reinforcement Learning	4/12/21 13:54	3655.0	1542.0	2.0	12/18/17 10:49	1/5/21 10:31	huseinzol05/Stock-Prediction-Models	active	5.0	3/31/21 8:00
78	RLTrader	https://github.com/notadamking/RLTrader	predecessor to [tensortrade](https://github.com/tensortrade-org/tensortrade) uses open api [gym](https://gym.openai.com/) and neat way to render matplotlib plots in real time. Also explains LSTM/data stationarity/Bayesian optimization using [Optuna](https://github.com/optuna/optuna) etc.	Deep Learning And Reinforcement Learning	4/12/21 2:50	1312.0	451.0	15.0	4/27/19 18:35	10/17/19 16:25	notadamking/RLTrader	active	5.0	3/31/21 8:00
79	Neural Network	https://github.com/VivekPa/IntroNeuralNetworks	Neural networks to predict stock prices.	Deep Learning And Reinforcement Learning	4/3/21 11:59	489.0	176.0	2.0	9/10/18 6:34	11/21/18 7:39	VivekPa/IntroNeuralNetworks	inactive	4.0
80	LTSM Recurrent	https://github.com/VivekPa/AIAlpha	OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network.	Deep Learning And Reinforcement Learning	4/12/21 2:39	1207.0	370.0	2.0	10/7/18 3:58	8/3/19 9:00	VivekPa/AIAlpha	active	4.0
81	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 And Reinforcement Learning	4/11/21 5:10	292.0	143.0	1.0	8/13/18 10:44	1/23/20 4:41	pskrunner14/trading-bot	active	3.0	3/31/21 8:00
82	Deep Learning II	https://github.com/LiamConnell/deep-algotrading/tree/master/notebooks	Tensorflow Regression.	Deep Learning And Reinforcement Learning	4/10/21 6:06	175.0	67.0	1.0	7/12/16 12:56	2/16/18 2:43	LiamConnell/deep-algotrading	inactive	3.0
83	DeepLearningInFinance	https://github.com/sonaam1234/DeepLearningInFinance	Based on a [talk](https://towardsdatascience.com/deep-learning-in-finance-9e088cb17c03) Sonam Srivastava gave and there are two studies: 1. single timeseries return prediction using ARIMA/VAR/SVR/Deep Regression/CNN/LSTM 2. indexed portfolio construction using autoencoders i.e. replicate a index using handful of stocks.	Deep Learning And Reinforcement Learning	3/8/21 13:09	266.0	145.0	1.0	8/21/17 16:00	8/21/17 17:23	sonaam1234/DeepLearningInFinance	inactive	3.0	3/31/21 8:00
84	crypto-rl	https://github.com/sadighian/crypto-rl	Retrieve limit order book level data from coinbase pro and bitfinex -> record in [arctic](https://github.com/man-group/arctic) timeseries database then implemented trend following strategies (market orders) and market making (limit orders). Uses reinforcement learning (DQN) [keras-rl](https://github.com/keras-rl/keras-rl) to create agents and uses [openai gym](https://gym.openai.com/) to implement POMDP (partially observable markov decision process)	Deep Learning And Reinforcement Learning	4/12/21 10:24	347.0	111.0	1.0	6/21/18 1:06	11/5/20 11:08	sadighian/crypto-rl	active	3.0	3/31/21 8:00
85	Deep-Reinforcement-Stock-Trading	https://github.com/Albert-Z-Guo/Deep-Reinforcement-Stock-Trading	inspired by Q-trader a deep reinforcement learning repo for trading. Only 3 actions allowed (buy/hold/sell) and no transaction cost is implemented yet. Uses [empyrical](https://github.com/quantopian/empyrical) for portfolio stats	Deep Learning And Reinforcement Learning	4/3/21 22:50	141.0	42.0	2.0	5/19/19 22:20	9/27/20 19:22	Albert-Z-Guo/Deep-Reinforcement-Stock-Trading	active	3.0	3/31/21 8:00
86	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 And Reinforcement Learning	3/30/21 7:29	319.0	158.0	2.0	2/16/19 21:18	11/29/20 20:12	Rachnog/Advanced-Deep-Trading	active	3.0	3/31/21 8:00
87	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	Part of FinRL and provided code for paper [deep reinformacement learning for automated stock trading](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3690996) focuses on ensemble.	Deep Learning And Reinforcement Learning	4/12/21 16:24	560.0	249.0	6.0	7/26/20 13:12	1/21/21 18:11	AI4Finance-LLC/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020	active	4.0	3/31/21 8:00
88	AutomatedStockTrading-DeepQ-Learning	https://github.com/sachink2010/AutomatedStockTrading-DeepQ-Learning	cornerstone project repo for Udacity nanodegree program [Become a machine learning engineer](https://www.udacity.com/course/machine-learning-engineer-nanodegree--nd009t) and focus on trading using deep q learning. Good explanation on design choices in the report	Deep Learning And Reinforcement Learning	3/24/21 1:11	134.0	51.0	2.0	2/23/19 12:01	2/25/20 18:16	sachink2010/AutomatedStockTrading-DeepQ-Learning	active	3.0	3/31/21 8:00
89	deep-RL-trading	https://github.com/golsun/deep-RL-trading	trading game comparing RNN vs CNN vs MLP based on [paper](https://arxiv.org/abs/1803.03916)	Deep Learning And Reinforcement Learning	4/10/21 7:09	235.0	108.0	1.0	2/25/18 17:41	12/1/20 22:06	golsun/deep-RL-trading	active	3.0	3/31/21 8:00
90	FinRL-Library	https://github.com/AI4Finance-LLC/FinRL-Library	started by Columbia university engineering students and designed as an end to end deep reinforcement learning library for automated trading platform. Implementation of DQN DDQN DDPG etc using PyTorch and [gym](https://gym.openai.com/) use [pyfolio](https://github.com/quantopian/pyfolio) for showing backtesting stats. Big contributions on Proximal Policy Optimization (PPO) advantage actor critic (A2C) and Deep Deterministic Policy Gradient (DDPG) agents for trading	Deep Learning And Reinforcement Learning	4/12/21 12:45	1857.0	447.0	22.0	7/26/20 13:18	4/11/21 22:02	AI4Finance-LLC/FinRL-Library	active	5.0	3/31/21 8:00
91	Deep Learning	https://github.com/keon/deepstock	Technical experimentations to beat the stock market using deep learning.	Deep Learning And Reinforcement Learning	3/24/21 14:45	427.0	154.0	2.0	12/12/16 2:15	3/4/17 8:37	keon/deepstock	inactive	4.0
92	Personae	https://github.com/Ceruleanacg/Personae	implementation of deep reinforcement learning and supervised learnings covering areas: deep deterministic policy gradient (DDPG) and DDQN etc. Data are being pulled from [rqalpha](https://github.com/ricequant/rqalpha) which is a python backtest engine and have a nice docker image to run training/testing	Deep Learning And Reinforcement Learning	4/11/21 20:20	1144.0	330.0	2.0	3/10/18 11:22	9/2/18 17:21	Ceruleanacg/Personae	inactive	5.0	3/31/21 8:00
93	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.	Deep Learning And Reinforcement Learning	3/27/21 2:19	241.0	113.0	1.0	5/18/17 16:47	5/18/17 16:56	shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading	inactive	3.0
94	LTSM GRU	https://github.com/RajatHanda/Finance-Forecasting	Stock Market Forecasting using LSTM\GRU.	Deep Learning And Reinforcement Learning	3/29/21 23:59	11.0	6.0	1.0	5/13/18 2:39	2/25/19 0:26	RajatHanda/Finance-Forecasting	inactive	3.0
95	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	4.0	6.0	1.0	6/6/18 22:06	6/6/18 22:27	rstreppa/valuation-callables-HullWhite	inactive
96	Options	https://github.com/PHBS/2018.M1.ASP/tree/master/py	Black Scholes and Copula.	Derivatives and Hedging							PHBS/2018.M1.ASP
97	Derivative Markets	https://github.com/broughtj/Fin6470/tree/master/Notebooks	The economics of futures, futures, options, and swaps.	Derivatives and Hedging	4/6/21 20:49	8.0	8.0	1.0	2/9/16 5:30	4/6/21 20:49	broughtj/Fin6470	active
98	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	17.0	12.0	1.0	1/29/18 5:01	8/2/18 5:56	chen-bowen/Computational_Finance	inactive
99	Volatility and Variance Derivatives	https://github.com/yhilpisch/lvvd/tree/master/lvvd	Volatility derivatives analytics.	Derivatives and Hedging	4/7/21 19:21	79.0	78.0	1.0	10/21/16 4:12	2/22/21 13:32	yhilpisch/lvvd	active
100	Options	https://github.com/QuantConnect/Tutorials/tree/master/06%20Introduction%20to%20Options%5B%5D	Introduction to options.	Derivatives and Hedging	4/9/21 21:17	335.0	163.0	36.0	7/28/17 15:48	3/17/21 17:17	QuantConnect/Tutorials	active
101	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	2.0	3.0	1.0	5/22/18 18:27	5/22/18 18:30	rstreppa/valuation-OptionStrategies	inactive
102	Black Scholes	https://github.com/irajwani/numerical_methods_python/blob/master/black_scholes.ipynb	Options pricing.	Derivatives and Hedging	10/6/20 20:36	1.0	2.0	0.0	12/9/17 18:50	7/9/18 9:48	irajwani/numerical_methods_python	inactive
103	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	1.0	2.0	1.0	4/29/16 3:51	1/16/18 1:24	wanglouis49/risk_estimation	inactive
104	Derivatives Python	https://github.com/yhilpisch/dawp/tree/master/python36	Derivative analytics with Python.	Derivatives and Hedging	4/12/21 14:39	388.0	299.0	1.0	7/9/15 12:27	2/22/21 13:29	yhilpisch/dawp	active
105	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	1.0	3.0	1.0	5/18/18 18:08	9/21/18 19:59	rstreppa/valuation-convertibles-Goldman1994	inactive
106	Reinforcement Learning	https://github.com/FinTechies/HedgingRL	Hedging portfolios with reinforcement learning.	Derivatives and Hedging	1/20/21 8:12	16.0	9.0	1.0	4/21/17 10:58	8/2/17 21:41	FinTechies/HedgingRL	inactive
107	Delta Hedging	https://github.com/RobinsonGarcia/delta-hedging	Advanced derivatives.	Derivatives and Hedging	2/27/21 8:48	3.0	2.0	1.0	3/2/18 23:53	7/17/18 23:32	RobinsonGarcia/delta-hedging	inactive
108	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	3.0	1.0	1.0	3/12/19 21:11	3/12/19 22:09	shanemulqueen/python-finance-pca	inactive
109	Simulation	https://github.com/chenbowen184/Computational_Finance	Investigating simulations as part of computational finance.	Extended Research	1/12/21 12:22	17.0	12.0	1.0	1/29/18 5:01	8/2/18 5:56	chen-bowen/Computational_Finance	inactive
110	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	10.0	3.0	1.0	1/22/19 10:59	3/12/19 18:35	ryanholbrook/critical-transitions	inactive
111	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
112	Deep Portfolio	https://github.com/DLColumbia/DL_forFinance	Deep learning for finance Predict volume of bonds.	Extended Research	1/12/21 11:48	27.0	19.0	2.0	5/8/18 19:34	5/9/18 15:39	DLColumbia/DL_forFinance	inactive
113	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	8.0	9.0	1.0	10/11/18 20:32	12/24/18 23:27	chen-bowen/Research_Documents_Curation_with_NLP	inactive
114	Bayesian Finance	https://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynb	Notebook PyMC3 implementation.	Extended Research	4/10/21 19:50	233.0	55.0	1.0	8/28/18 14:45	8/6/20 22:03	marketneutral/alphatools	active
115	Liquidity and Momentum	https://github.com/mrefermat/quant_finance	Various factors and portfolio constructions.	Extended Research	3/30/21 0:09	31.0	15.0	1.0	8/11/18 22:59	11/12/19 4:49	mrefermat/quant_finance	active
116	High Frequency	https://github.com/cswaney/prickle	A Python toolkit for high-frequency trade research.	Extended Research	3/22/21 2:19	24.0	17.0	2.0	7/6/16 20:32	6/9/18 10:53	cswaney/prickle	inactive
117	Life-cycle	https://github.com/atulram/Finance-and-Stocks/blob/master/CompanyLifeCycle.ipynb	Company life cycle.	Extended Research	12/21/20 14:42	3.0	3.0	1.0	1/19/19 18:16	2/18/19 16:57	atulram/Finance-and-Stocks	inactive
118	Computational Finance	https://github.com/lnsongxf/Applied_Computational_Economics_and_Finance	Applied Computational Economics and Finance.	Extended Research	3/7/21 17:47	12.0	13.0	1.0	8/27/17 3:46	8/26/17 4:26	lnsongxf/Applied_Computational_Economics_and_Finance	inactive
119	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	1.0	3.0	1.0	1/24/19 13:37	2/13/19 16:48	sarachmax/MarketCrashes_Prediction	inactive
120	Commodity	https://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynb	Commodity influence over Brazilian stocks.	Extended Research							felipessalvatore/fin2vec
121	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	17.0	7.0	3.0	8/2/18 2:48	3/16/19 18:39	evijit/Finance_Graph_Theory	inactive
122	Financial Economics	https://github.com/rsvp/fecon235/tree/master/nb	Financial Economics Models.	Extended Research	4/10/21 17:02	713.0	275.0	2.0	11/9/14 4:49	12/3/18 16:30	rsvp/fecon235	inactive
123	Economic Foundations	https://github.com/SeanMcOwen/FinanceAndPython.com-EconomicFoundations	Basic economic models.	Extended Research	10/6/20 21:01	2.0	3.0	1.0	5/25/17 2:27	6/30/17 3:53	SeanMcOwen/FinanceAndPython.com-EconomicFoundations	inactive
124	Behavioural Economics	https://github.com/pcmichaud/notebooks	Behavioural Economics and Finance Python Notebooks.	Extended Research	2/3/21 7:22	9.0	4.0	1.0	12/20/18 0:21	3/26/19 11:51	pcmichaud/notebooks	inactive
125	Mathematical Finance	https://github.com/Auquan/Tutorials	Notebooks for math and financial tutorials.	Extended Research	4/8/21 19:37	664.0	425.0	9.0	1/21/17 11:24	8/1/20 17:03	Auquan/Tutorials	active
126	HFT	https://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy	High frequency trading.	Extended Research	4/11/21 23:36	748.0	333.0	1.0	7/21/16 5:14	2/14/17 16:47	rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy	inactive
127	Corporate Finance	https://github.com/SeanMcOwen/FinanceAndPython.com-CorporateFinance	Basic corporate finance.	Extended Research	1/16/21 19:01	9.0	4.0	1.0	9/9/17 3:35	9/9/17 23:04	SeanMcOwen/FinanceAndPython.com-CorporateFinance	inactive
128	M&A	https://github.com/atulram/Finance-and-Stocks	Mergers and Acquisitions.	Extended Research	12/21/20 14:42	3.0	3.0	1.0	1/19/19 18:16	2/18/19 16:57	atulram/Finance-and-Stocks	inactive
129	Backtests	https://github.com/AlgoTraders/stock-analysis-engine	Trading data and algorithms.	Extended Research	4/12/21 2:28	620.0	165.0	3.0	9/16/18 20:00	9/5/20 13:01	AlgoTraders/stock-analysis-engine	active
130	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	25.0	6.0	0.0	1/4/19 12:30	2/18/19 9:55	AlexIoannides/pymc-stochastic-process	inactive
131	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	8.0	9.0	1.0	1/29/18 5:14	7/19/18 6:25	chen-bowen/Data_Science_in_Applied_Corporate_Finance	inactive
132	Pyfolio	https://github.com/quantopian/pyfolio	Portfolio and risk analytics in Python.	Factor and Risk Analysis	4/12/21 11:55	3673.0	1157.0	42.0	6/1/15 15:31	2/28/20 17:30	quantopian/pyfolio	active
133	Statistical Finance	https://github.com/mrefermat/FinancePhD/tree/master/FinancialExperiments	Various financial experiments.	Factor and Risk Analysis	3/30/21 0:09	21.0	16.0	1.0	10/4/15 9:10	3/28/20 18:33	mrefermat/FinancePhD	active
134	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	41.0	28.0	1.0	8/6/18 16:09	11/22/20 19:02	hamaadshah/market_risk_gan_tensorflow	active
135	Performance Analysis	https://github.com/quantopian/alphalens	Performance analysis of predictive (alpha) stock factors.	Factor and Risk Analysis	4/10/21 12:58	1847.0	700.0	17.0	6/3/16 21:49	4/27/20 18:40	quantopian/alphalens	active
136	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	3.0	4.0	1.0	3/13/18 7:39	3/13/18 7:42	garvit-kudesia91/factor_analysis	inactive
137	Python for Finance	https://github.com/yhilpisch/py4fi/tree/master/jupyter36	Various financial notebooks.	Factor and Risk Analysis	4/9/21 8:12	1298.0	794.0	1.0	12/15/14 11:23	7/10/18 6:38	yhilpisch/py4fi	inactive
138	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	4.0	5.0	1.0	8/7/17 14:44	8/8/17 22:52	Jorgencr/Alternative-and-Responsible-Investments	inactive
139	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	31.0	18.0	1.0	5/10/16 11:03	5/17/16 3:44	RJT1990/Active-Portfolio-Management-Notes	inactive
140	Quant Finance	https://github.com/mrefermat/quant_finance	General quant repository.	Factor and Risk Analysis	3/30/21 0:09	31.0	15.0	1.0	8/11/18 22:59	11/12/19 4:49	mrefermat/quant_finance	active
141	Stock-Prediction	https://github.com/Ronak-59/Stock-Prediction	NEW	Factor and Risk Analysis	3/26/21 8:37	129.0	64.0	2.0	3/18/18 4:54	2/28/20 11:43	Ronak-59/Stock-Prediction	active		37:06.3
142	Risk and Return	https://github.com/PyDataBlog/Python-for-Data-Science/tree/master/Tutorials	Riskiness of portfolios and assets.	Factor and Risk Analysis	4/6/21 17:03	140.0	62.0	2.0	9/12/17 13:35	8/6/20 12:35	PyDataBlog/Python-for-Data-Science	active
143	AlphaTrading	https://github.com/jerryxyx/AlphaTrading	NEW	Factor and Risk Analysis	4/10/21 6:34	149.0	74.0	1.0	5/18/18 22:09	8/7/18 18:05	jerryxyx/AlphaTrading	inactive		37:06.3
144	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	31.0	18.0	1.0	5/10/16 11:03	5/17/16 3:44	RJT1990/Active-Portfolio-Management-Notes	inactive
145	VaR	https://github.com/willb/var-notebook/blob/master/var-notebook/var-pdfs.ipynb	Value-at-risk calculations.	Factor and Risk Analysis	3/31/21 2:06	10.0	9.0	1.0	11/15/16 19:24	1/14/17 21:19	willb/var-notebook	inactive
146	Factor Analysis	https://github.com/alpha-miner/alpha-mind/tree/master/notebooks	Factor strategy notebooks.	Factor and Risk Analysis	4/8/21 19:02	172.0	60.0	3.0	5/1/17 7:36	4/7/21 15:25	alpha-miner/alpha-mind	active
147	Convex Optimisation	https://github.com/ssanderson/convex-optimization-for-finance/blob/master/notebooks/Main.ipynb	Convex Optimization for Finance.	Factor and Risk Analysis	4/8/21 19:02	18.0	10.0	1.0	6/26/18 20:36	10/22/19 21:56	ssanderson/convex-optimization-for-finance	active
148	Binomial Tree	https://github.com/hy-lei/math-finance-exercise	Utility functions in fixed income securities.	Fixed Income	10/6/20 20:55	1.0	2.0	1.0	2/2/19 8:44	5/3/19 17:16	hy-lei/math-finance-toolbox	active
149	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	3.0	3.0	1.0	7/18/18 19:26	7/18/18 19:34	RobinsonGarcia/fixed-income	inactive
150	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	7.0	5.0	1.0	9/27/17 19:57	9/27/17 20:00	ishank011/gs-quantify-bond-prediction	inactive
151	AlphaPy	https://github.com/ScottfreeLLC/AlphaPy	NEW	Other Models	4/4/21 20:02	576.0	130.0	3.0	2/14/16 0:47	2/8/21 21:35	ScottfreeLLC/AlphaPy	active		39:24.6
152	Awesome-Quant-Machine-Learning-Trading	https://github.com/grananqvist/Awesome-Quant-Machine-Learning-Trading	NEW	Other Models	4/10/21 13:38	1005.0	319.0	3.0	11/5/18 21:09	10/8/20 16:48	grananqvist/Awesome-Quant-Machine-Learning-Trading	active		39:24.6
153	botflow	https://github.com/kkyon/botflow	NEW	Other Models	3/31/21 10:56	1165.0	102.0	8.0	8/20/18 3:13	5/23/19 14:40	kkyon/botflow	active		39:24.6
154	surpriver	https://github.com/tradytics/surpriver	NEW	Other Models	4/12/21 12:27	1189.0	221.0	6.0	8/30/20 7:56	9/21/20 4:32	tradytics/surpriver	active		39:24.6
155	Pattern-Recognition-for-Forex-Trading	https://github.com/PythonProgramming/Pattern-Recognition-for-Forex-Trading	NEW	Other Models	4/5/21 3:23	173.0	91.0	1.0	3/26/15 2:22	3/26/15 2:33	PythonProgramming/Pattern-Recognition-for-Forex-Trading	inactive		39:24.6
156	awesome-ai-in-finance	https://github.com/georgezouq/awesome-ai-in-finance	NEW	Other Models	4/11/21 7:43	941.0	162.0	8.0	8/29/18 2:07	11/27/20 9:43	georgezouq/awesome-ai-in-finance	active		39:24.6
157	Microservices-Based-Algorithmic-Trading-System	https://github.com/saeed349/Microservices-Based-Algorithmic-Trading-System	NEW	Other Models	4/10/21 12:59	104.0	56.0	0.0	1/6/20 0:21	3/31/20 13:02	saeed349/Microservices-Based-Algorithmic-Trading-System	active		39:24.6
158	Machine-Learning-for-Algorithmic-Trading-Bots-with-Python	https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python	NEW	Other Models	4/11/21 6:02	172.0	94.0	5.0	12/6/18 11:35	1/18/21 6:40	PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python	active		39:24.6
159	Stock.Indicators	https://github.com/DaveSkender/Stock.Indicators	NEW	Other Models	4/12/21 10:47	175.0	64.0	9.0	12/29/19 5:18	4/11/21 19:17	DaveSkender/Stock.Indicators	active		39:24.6
160	finance_ml	https://github.com/jjakimoto/finance_ml	NEW	Other Models	4/8/21 15:28	282.0	117.0	1.0	6/29/18 21:21	2/18/19 12:34	jjakimoto/finance_ml	inactive		39:24.6
161	Machine-Learning-For-Finance	https://github.com/anthonyng2/Machine-Learning-For-Finance	NEW	Other Models	4/1/21 20:11	205.0	119.0	1.0	7/11/17 9:09	2/21/18 5:36	anthonyng2/Machine-Learning-For-Finance	inactive		39:24.6
162	mlfinlab	https://github.com/hudson-and-thames/mlfinlab	NEW	Other Models	4/12/21 10:51	2295.0	709.0	3.0	2/13/19 16:57	4/12/21 10:50	hudson-and-thames/mlfinlab	active		39:24.6
163	Machine-Learning-for-Finance	https://github.com/PacktPublishing/Machine-Learning-for-Finance	NEW	Other Models	4/8/21 16:54	180.0	122.0	4.0	3/15/18 6:28	1/14/21 15:58	PacktPublishing/Machine-Learning-for-Finance	active		39:24.6
164	MathAndScienceNotes	https://github.com/melling/MathAndScienceNotes	Collections of news/articles on various topics including quant trading and machine learning. Some articles are from [ycombinator message board](https://news.ycombinator.com/news) and [rediit algotrading forum](https://www.reddit.com/r/algotrading/)	Other Models	4/12/21 0:49	460.0	54.0	1.0	3/11/16 19:13	12/21/20 3:54	melling/MathAndScienceNotes	active		39:24.6
165	CryptoBot	https://github.com/AdeelMufti/CryptoBot	Hard fork of [bitpredit](https://github.com/cbyn/bitpredict) and form the trading strategy as a classification problem with -1 (sell) 0 (hold) 1 (buy). Models used are XGBClassifier/RandomForest/GradientBoosting. Not mentained	Other Models	3/25/21 9:17	234.0	94.0	1.0	1/17/17 12:44	1/17/17 12:48	AdeelMufti/CryptoBot	inactive	2.0	39:24.6
166	Hands-On-Machine-Learning-for-Algorithmic-Trading	https://github.com/PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading	repo for book [hands-on-machine learning for algorithmic trading](https://www.packtpub.com/product/hands-on-machine-learning-for-algorithmic-trading/9781789346411) covering topic from data/unsupervised learning/NPL/RNN & CNN/reinforcement learning etc. Leverage zipline/alphalens/sklearn/openai-gym etc as well. Good references to have	Other Models	4/12/21 15:41	600.0	386.0	2.0	5/7/19 11:04	1/19/21 7:51	PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading	active	5.0	39:24.6
167	Trend Following	http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html	A futures trend following portfolio investment strategy.	Other Models
168	Short-Term Movement Cues	https://github.com/anfederico/Clairvoyant	Identify social/historical cues for short term stock movement.	Other Models	4/12/21 13:11	2166.0	678.0	1.0	9/12/16 18:38	8/29/18 20:27	anfederico/clairvoyant	inactive
169	Mixture Models II	https://github.com/BlackArbsCEO/mixture_model_trading_public	Mixture models and stock trading.	Other Models	3/12/21 13:21	166.0	73.0	1.0	12/11/17 17:05	5/13/20 23:50	BlackArbsCEO/mixture_model_trading_public	active
170	fin-ml	https://github.com/tatsath/fin-ml	NEW	Other Models	4/11/21 3:29	116.0	66.0	2.0	5/10/20 0:25	1/23/21 17:15	tatsath/fin-ml	active		39:24.6
171	Fundamental LT Forecasts	https://github.com/Hvass-Labs/FinanceOps	Research in investment finance for long term forecasts.	Other Models	4/5/21 23:36	383.0	127.0	1.0	7/22/18 8:14	2/17/21 14:39	Hvass-Labs/FinanceOps	active
172	Speculator	https://github.com/amicks/Speculator	NEW	Other Models	3/15/21 16:27	101.0	31.0	2.0	9/3/17 17:43	9/12/18 18:58	amicks/Speculator	inactive		39:24.6
173	Machine-Learning-and-AI-in-Trading	https://github.com/PyPatel/Machine-Learning-and-AI-in-Trading	NEW	Other Models	4/8/21 11:31	261.0	101.0	1.0	8/30/17 6:14	10/29/19 8:14	PyPatel/Machine-Learning-and-AI-in-Trading	active		39:24.6
174	Mixture Models I	https://github.com/BlackArbsCEO/Mixture_Models	Mixture models to predict market bottoms.	Other Models	3/2/21 19:44	31.0	31.0	1.0	3/20/17 18:54	4/25/17 23:35	BlackArbsCEO/Mixture_Models	inactive
175	stock-trading-ml	https://github.com/yacoubb/stock-trading-ml	NEW	Other Models	4/11/21 14:46	340.0	186.0	1.0	10/10/19 9:44	10/12/19 11:38	yacoubb/stock-trading-ml	active		39:24.6
176	Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original	https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original	NEW	Other Models	4/8/21 20:01	279.0	126.0	4.0	11/15/19 8:51	1/21/21 7:56	PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original	active		39:24.6
177	mosquito	https://github.com/miro-ka/mosquito	NEW	Other Models	4/12/21 9:44	220.0	44.0	2.0	6/18/17 19:57	3/14/21 22:22	miro-ka/mosquito	active		39:24.6
178	Scikit-learn Stock Prediction	https://github.com/robertmartin8/MachineLearningStocks	Using python and scikit-learn to make stock predictions.	Other Models	4/11/21 10:00	931.0	347.0	2.0	2/12/17 4:50	2/4/21 3:48	robertmartin8/MachineLearningStocks	active
179	ML_Finance_Codes	https://github.com/mfrdixon/ML_Finance_Codes	NEW	Other Models	4/11/21 8:30	250.0	104.0	3.0	9/27/19 16:13	6/13/20 21:20	mfrdixon/ML_Finance_Codes	active		39:24.6
180	Machine Learning in Asset Management	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952		Personal Papers
181	Financial Event Prediction using Machine Learning	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555		Personal Papers
182	Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization	https://jfds.pm-research.com/content/2/2/17		Personal Papers
183	Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies	https://jfds.pm-research.com/content/2/1/10		Personal Papers
184	OLMAR Algorithm	https://github.com/charlessutton/OLMAR/blob/master/Part3.ipynb	Relative importance of each component of the OLMAR algorithm.	Portfolio Selection and Optimisation	4/8/21 19:07	7.0	4.0	1.0	7/26/16 16:20	12/30/16 11:40	charlessutton/OLMAR	inactive
185	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
186	Riskfolio-Lib	https://github.com/dcajasn/Riskfolio-Lib	NEW	Portfolio Selection and Optimisation	4/12/21 12:25	371.0	62.0	1.0	3/2/20 19:49	4/1/21 3:50	dcajasn/Riskfolio-Lib	active		37:19.5
187	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	104.0	57.0	1.0	2/17/18 8:19	2/27/18 13:16	tthustla/efficient_frontier	inactive
188	Policy Gradient Portfolio	https://github.com/ZhengyaoJiang/PGPortfolio	A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.	Portfolio Selection and Optimisation	4/9/21 10:41	1281.0	629.0	6.0	11/12/17 16:08	5/9/19 9:50	ZhengyaoJiang/PGPortfolio	active
189	Deep Portfolio Theory	https://github.com/tcloaa/Deep-Portfolio-Theory	Autoencoder framework for portfolio selection.	Portfolio Selection and Optimisation	4/6/21 11:47	105.0	57.0	1.0	2/10/17 9:03	3/8/18 16:47	tcloaa/Deep-Portfolio-Theory	inactive
190	PyPortfolioOpt	https://github.com/robertmartin8/PyPortfolioOpt	Financial portfolio optimisation, including classical efficient frontier and advanced methods.	Portfolio Selection and Optimisation	4/12/21 11:54	1895.0	479.0	16.0	5/29/18 13:30	2/25/21 13:01	robertmartin8/PyPortfolioOpt	active
191	node-finance	https://github.com/albertosantini/node-finance	NEW	Portfolio Selection and Optimisation	4/5/21 8:01	101.0	26.0	3.0	9/17/11 17:49	4/5/21 8:01	albertosantini/node-finance	active		37:19.5
192	Reinforcement Learning	https://github.com/filangel/qtrader	Reinforcement Learning for Portfolio Management.	Portfolio Selection and Optimisation	3/29/21 3:47	364.0	150.0	1.0	10/7/17 9:14	6/26/18 9:22	filangelos/qtrader	inactive
193	DeepDow	https://github.com/jankrepl/deepdow	Portfolio optimization with deep learning.	Portfolio Selection and Optimisation	4/7/21 6:57	311.0	58.0	2.0	2/2/20 8:46	2/16/21 18:50	jankrepl/deepdow	active
194	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	4/12/21 13:10	232.0	82.0	3.0	11/16/18 12:20	7/4/19 1:41	VivekPa/OptimalPortfolio	active
195	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	14.0	5.0	1.0	8/1/18 19:48	9/5/19 11:18	otosman/Python-for-Finance	active
196	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
197	riskparity.py	https://github.com/dppalomar/riskparity.py	NEW	Portfolio Selection and Optimisation	4/11/21 9:40	124.0	31.0	2.0	7/13/19 21:30	1/30/21 1:53	dppalomar/riskparity.py	active		37:19.5
198	Fund classification	https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb	Fund classification using text mining and NLP.	Textual	3/31/21 2:12	4.0	2.0	1.0	4/16/18 22:18	6/7/18 22:01	frechfrechfrech/Mutual-Fund-Market-Clusters	inactive
199	Earning call transcripts	https://github.com/lin882/WebAnalyticsProject	Correlation between mutual fund investment decision and earning call transcripts.	Textual	12/17/20 8:24	3.0	3.0	1.0	12/30/17 8:56	1/11/18 2:11	lin882/WebAnalyticsProject	inactive
200	Accounting Anomalies	https://github.com/GitiHubi/deepAI/blob/master/GTC_2018_Lab-solutions.ipynb	Using deep-learning frameworks to identify accounting anomalies.	Textual	4/12/21 7:47	110.0	51.0	2.0	5/24/17 12:36	8/7/19 21:47	GitiHubi/deepAI	active
201	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	1.0	4.0	1.0	2/4/18 21:51	2/4/18 21:57	swap9047/Cutting-Edge-Technologies-Effect-on-S-P500-Companies-Performance-and-Mutual-Funds	inactive
202	NLP	https://github.com/toamitesh/NLPinFinance	This project assembles a lot of NLP operations needed for finance domain.	Textual							toamitesh/NLPinFinance
203	Financial Sentiment Analysis	https://github.com/EricHe98/Financial-Statements-Text-Analysis	Sentiment, distance and proportion analysis for trading signals.	Textual	3/31/21 23:48	48.0	27.0	1.0	6/23/17 0:05	1/26/19 3:35	EricHe98/Financial-Statements-Text-Analysis	inactive
204	NLP Event	https://github.com/yuriak/DLQuant	Applying Deep Learning and NLP in Quantitative Trading.	Textual	4/1/21 2:16	70.0	31.0	1.0	7/2/18 23:50	1/31/19 14:08	yuriak/DLQuant	inactive
205	Financial Statement Sentiment	https://github.com/MAydogdu/TextualAnalysis	Extracting sentiment from financial statements using neural networks.	Textual	3/31/21 2:10	8.0	7.0	1.0	6/4/18 20:54	6/4/18 20:56	MAydogdu/TextualAnalysis	inactive
206	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	73.0	42.0	1.0	10/25/17 7:10	6/5/20 3:28	TiesdeKok/Python_NLP_Tutorial	active
207	Pairs Trading	https://github.com/marketneutral/pairs-trading-with-ML/blob/master/Pairs%2BTrading%2Bwith%2BMachine%2BLearning.ipynb	Finding pairs with cluster analysis.	Unsupervised	4/4/21 17:55	79.0	36.0	0.0	9/5/17 19:19	9/27/17 20:42	marketneutral/pairs-trading-with-ML	inactive
208	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
209	Industry Clustering	https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries	Clustering of industries.	Unsupervised	10/6/20 18:51	4.0	5.0	1.0	7/21/17 2:12	7/23/17 2:53	SeanMcOwen/FinanceAndPython.com-ClusteringIndustries	inactive
210	Fund Clusters	https://github.com/frechfrechfrech/Mutual-Fund-Market-Clusters/blob/master/Initial%20Data%20Exploration.ipynb	Data exploration of fund clusters.	Unsupervised	3/31/21 2:12	4.0	2.0	1.0	4/16/18 22:18	6/7/18 22:01	frechfrechfrech/Mutual-Fund-Market-Clusters	inactive
211	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	32.0	12.0	1.0	6/21/17 4:47	6/21/17 4:51	ml-hongkong/stock2vec	inactive
212	Industry Clustering	https://github.com/SeanMcOwen/FinanceAndPython.com-ClusteringIndustries	Project to cluster industries according to financial attributes.	Unsupervised	10/6/20 18:51	4.0	5.0	1.0	7/21/17 2:12	7/23/17 2:53	SeanMcOwen/FinanceAndPython.com-ClusteringIndustries	inactive