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	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
18	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
19	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
20	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	1225	8	5/9/18 12:33	4/10/21 22:21	stefan-jansen/machine-learning-for-trading	active
21	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	32	1	1/24/19 2:55	1/3/20 21:54	Ahmed0028/Machine-Learning-and-Reinforcement-Learning-in-Finance-Specialization	active
22	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
23	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
24	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	110	3	8/20/18 14:10	1/15/21 8:57	PacktPublishing/Hands-on-Python-for-Finance	active
25	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
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	5	1	5/10/17 21:49	8/6/17 19:23	timestocome/StockMarketData	inactive
29	http://finance.yahoo.com/	http://finance.yahoo.com/		Data
30	Rating Industries	http://www.ratingshistory.info/		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	6	1	6/16/18 14:30	6/16/18 17:23	healthgradient/sec-doc-info-extraction	inactive
34	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
35	IRS	http://social-metrics.org/sox/		Data
36	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	inactive
37	Capital Markets Data	https://www.capitalmarketsdata.com/		Data
38	Open Edgar	https://github.com/LexPredict/openedgar		Data	4/9/21 12:15	169	61	6	5/7/18 15:32	5/15/19 8:32	LexPredict/openedgar	active
39	Web Scraping (FirmAI)	https://github.com/firmai/business-machine-learning/blob/master/www.firmai.org/data		Data	4/10/21 17:19	577	184	2	2/19/19 19:02	7/22/20 16:48	firmai/business-machine-learning	active
40	Google-Finance-Stock-Data-Analysis	https://github.com/hpnhxxwn/Google-Finance-Stock-Data-Analysis	NEW	Data Processing Techniques and Transformations	12/20/20 8:39	70	10	1	7/23/17 2:59	7/23/17 3:10	hpnhxxwn/Google-Finance-Stock-Data-Analysis	inactive		12:49.2
41	cointrader	https://github.com/timolson/cointrader	NEW	Data Processing Techniques and Transformations	4/10/21 17:16	339	140	9	6/1/14 1:14	10/22/20 0:24	timolson/cointrader	active		12:49.2
42	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
43	Twitter-Trends	https://github.com/Medha11/Twitter-Trends	NEW	Data Processing Techniques and Transformations	2/7/21 9:16	66	21	1	5/22/17 17:07	5/23/17 8:06	Medha11/Twitter-Trends	inactive		12:49.2
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	435	4	4/25/18 17:22	1/16/20 17:25	BlackArbsCEO/Adv_Fin_ML_Exercises	active
45	CryptoNets	https://github.com/microsoft/CryptoNets	NEW	Data Processing Techniques and Transformations	4/8/21 1:07	154	42	4	6/2/19 5:48	9/12/19 13:03	microsoft/CryptoNets	active		12:49.2
46	finserv-application-blueprint	https://github.com/mapr-demos/finserv-application-blueprint	NEW	Data Processing Techniques and Transformations	1/21/21 0:29	72	53	5	9/26/16 19:42	1/20/21 23:07	mapr-demos/finserv-application-blueprint	active		12:49.2
47	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
48	a3c_trading	https://github.com/evgps/a3c_trading	NEW	Deep Learning And Reinforcement Learning	4/10/21 12:49	311	98	1	6/4/18 15:30	5/23/20 14:47	evgps/a3c_trading	active		39:11.1
49	Trading-Gym	https://github.com/thedimlebowski/Trading-Gym	NEW	Deep Learning And Reinforcement Learning	4/10/21 8:00	507	147	3	6/13/17 13:14	7/10/17 8:09	thedimlebowski/Trading-Gym	inactive		39:11.1
50	pairstrade-fyp-2019	https://github.com/wywongbd/pairstrade-fyp-2019	NEW	Deep Learning And Reinforcement Learning	4/4/21 23:47	110	41	2	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	89	1	5/29/17 22:19	8/29/17 14:54	ucaiado/rl_trading	inactive		39:11.1
52	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	140	1	11/26/18 3:23	1/1/21 9:41	cbailes/awesome-deep-trading	active	4	3/31/21 8:00
53	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	98	1	6/26/18 4:30	9/23/18 16:50	joelowj/Machine-Learning-and-Reinforcement-Learning-in-Finance	inactive		39:11.1
54	maro	https://github.com/microsoft/maro	NEW	Deep Learning And Reinforcement Learning	4/12/21 2:22	386	66	17	12/27/19 6:48	4/7/21 15:49	microsoft/maro	active		39:11.1
55	TradingGym	https://github.com/cove9988/TradingGym	NEW	Deep Learning And Reinforcement Learning	3/28/21 5:37	112	39	3	11/6/17 0:50	11/15/17 23:55	cove9988/TradingGym	inactive		39:11.1
56	RLQuant	https://github.com/yuriak/RLQuant	NEW	Deep Learning And Reinforcement Learning	4/9/21 5:01	277	92	1	4/5/18 5:42	8/13/18 4:18	yuriak/RLQuant	inactive		39:11.1
57	QLearning_Trading	https://github.com/ucaiado/QLearning_Trading	NEW	Deep Learning And Reinforcement Learning	4/6/21 22:09	433	168	1	8/10/16 6:02	10/15/16 2:36	ucaiado/QLearning_Trading	inactive		39:11.1
58	RL IV	https://github.com/jjakimoto/DQN	Reinforcement Learning for finance.	Deep Learning And Reinforcement Learning	4/5/21 11:42	142	55	1	10/21/16 2:47	4/7/17 8:11	jjakimoto/DQN	inactive
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	489	3	6/11/16 7:27	1/22/18 14:35	deependersingla/deep_trader	inactive	3
60	gym-trading	https://github.com/hackthemarket/gym-trading	NEW	Deep Learning And Reinforcement Learning	4/12/21 9:06	581	195	2	12/9/16 20:46	12/24/17 15:34	hackthemarket/gym-trading	inactive		39:11.1
61	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	56	1	6/9/19 22:50	1/3/20 15:36	wai-i/Pair-Trading-Reinforcement-Learning	active		39:11.1
62	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	203	1	9/21/17 17:05	4/13/18 16:33	samre12/deep-trading-agent	inactive	3
63	TradingGym	https://github.com/Yvictor/TradingGym	NEW	Deep Learning And Reinforcement Learning	4/11/21 20:20	841	237	2	5/1/17 13:53	2/14/18 13:58	Yvictor/TradingGym	inactive		39:11.1
64	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	8	5	1/16/19 0:43	3/19/20 20:28	gstenger98/rl-finance	active	2
65	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	298	1	10/4/16 14:42	12/23/16 7:34	kh-kim/stock_market_reinforcement_learning	inactive	2
66	tensortrade	https://github.com/tensortrade-org/tensortrade	NEW	Deep Learning And Reinforcement Learning	4/12/21 16:05	3101	715	39	7/30/19 21:28	3/24/21 16:25	tensortrade-org/tensortrade	active		39:11.1
67	FinRL	https://github.com/AI4Finance-LLC/FinRL	NEW	Deep Learning And Reinforcement Learning	4/13/21 14:37	1865	451	22	7/26/20 13:18	4/11/21 22:02	AI4Finance-LLC/FinRL	active		13:03.7
68	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	99	1	9/29/18 23:38	3/18/21 3:16	LastAncientOne/Deep-Learning-Machine-Learning-Stock	active	3	3/31/21 8:00
69	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	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
70	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	128	3	3/10/17 10:52	6/11/18 8:07	PiSimo/BitcoinForecast	inactive	3	3/31/21 8:00
71	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	145	1	8/21/17 16:00	8/21/17 17:23	sonaam1234/DeepLearningInFinance	inactive	3	3/31/21 8:00
72	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	111	1	6/21/18 1:06	11/5/20 11:08	sadighian/crypto-rl	active	3	3/31/21 8:00
73	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	67	1	7/12/16 12:56	2/16/18 2:43	LiamConnell/deep-algotrading	inactive	3
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	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
75	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	416	1	3/9/17 6:11	3/19/17 7:42	achillesrasquinha/bulbea	inactive	5
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	675	1	6/18/16 18:23	8/7/18 15:24	Rachnog/Deep-Trading	inactive	5
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	1542	2	12/18/17 10:49	1/5/21 10:31	huseinzol05/Stock-Prediction-Models	active	5	3/31/21 8:00
78	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	86	1	8/5/18 2:13	10/1/18 11:25	imhgchoi/ARIMA-LSTM-hybrid-corrcoef-predict	inactive	3
79	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	451	15	4/27/19 18:35	10/17/19 16:25	notadamking/RLTrader	active	5	3/31/21 8:00
80	Neural Network	https://github.com/VivekPa/IntroNeuralNetworks	Neural networks to predict stock prices.	Deep Learning And Reinforcement Learning	4/3/21 11:59	489	176	2	9/10/18 6:34	11/21/18 7:39	VivekPa/IntroNeuralNetworks	inactive	4
81	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	370	2	10/7/18 3:58	8/3/19 9:00	VivekPa/AIAlpha	active	4
82	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	143	1	8/13/18 10:44	1/23/20 4:41	pskrunner14/trading-bot	active	3	3/31/21 8:00
83	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	38	2	4/22/19 10:03	9/28/20 9:07	Kostis-S-Z/trading-rl	active	3	3/31/21 8:00
84	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	6	1	5/13/18 2:39	2/25/19 0:26	RajatHanda/Finance-Forecasting	inactive	3
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	42	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
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	158	2	2/16/19 21:18	11/29/20 20:12	Rachnog/Advanced-Deep-Trading	active	3	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	249	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
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	51	2	2/23/19 12:01	2/25/20 18:16	sachink2010/AutomatedStockTrading-DeepQ-Learning	active	3	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	108	1	2/25/18 17:41	12/1/20 22:06	golsun/deep-RL-trading	active	3	3/31/21 8:00
90	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	154	2	12/12/16 2:15	3/4/17 8:37	keon/deepstock	inactive	4
91	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	330	2	3/10/18 11:22	9/2/18 17:21	Ceruleanacg/Personae	inactive	5	3/31/21 8:00
92	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	113	1	5/18/17 16:47	5/18/17 16:56	shenyichen105/Deep-Reinforcement-Learning-in-Stock-Trading	inactive	3
93	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	1384	1	1/9/19 8:02	2/11/19 16:32	borisbanushev/stockpredictionai	inactive	5
94	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	447	22	7/26/20 13:18	4/11/21 22:02	AI4Finance-LLC/FinRL-Library	active	5	3/31/21 8:00
95	Volatility and Variance Derivatives	https://github.com/yhilpisch/lvvd/tree/master/lvvd	Volatility derivatives analytics.	Derivatives and Hedging	4/7/21 19:21	79	78	1	10/21/16 4:12	2/22/21 13:32	yhilpisch/lvvd	active
96	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	chen-bowen/Computational_Finance	inactive
97	gs-quant	https://github.com/goldmansachs/gs-quant	NEW	Derivatives and Hedging	4/12/21 16:44	584	170	12	12/14/18 21:10	3/25/21 15:33	goldmansachs/gs-quant	active		23:51.4
98	Options	https://github.com/PHBS/2018.M1.ASP/tree/master/py	Black Scholes and Copula.	Derivatives and Hedging							PHBS/2018.M1.ASP
99	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	inactive
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	163	36	7/28/17 15:48	3/17/21 17:17	QuantConnect/Tutorials	active
101	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	8	1	2/9/16 5:30	4/6/21 20:49	broughtj/Fin6470	active
102	robin_stocks	https://github.com/jmfernandes/robin_stocks	NEW	Derivatives and Hedging	4/13/21 23:48	1012	261	34	2/23/18 0:49	2/27/21 17:48	jmfernandes/robin_stocks	active		23:51.4
103	wallstreet	https://github.com/mcdallas/wallstreet	NEW	Derivatives and Hedging	4/13/21 22:00	570	125	2	1/20/16 22:03	8/9/19 23:14	mcdallas/wallstreet	active		23:51.4
104	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	inactive
105	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	inactive
106	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	inactive
107	akshare	https://github.com/jindaxiang/akshare	NEW	Derivatives and Hedging	4/13/21 16:44	3374	681	11	10/1/19 7:34	4/13/21 11:18	jindaxiang/akshare	active		23:51.4
108	FinanceDatabase	https://github.com/JerBouma/FinanceDatabase	NEW	Derivatives and Hedging	4/13/21 2:33	595	68	1	1/28/21 18:36	4/8/21 11:10	JerBouma/FinanceDatabase	active		23:51.4
109	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	inactive
110	FinancePy	https://github.com/domokane/FinancePy	NEW	Derivatives and Hedging	4/10/21 22:50	441	73	6	10/27/19 15:04	3/11/21 21:40	domokane/FinancePy	active		23:51.4
111	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	inactive
112	MarketAnalysis	https://github.com/Poseyy/MarketAnalysis	NEW	Derivatives and Hedging	4/12/21 21:59	170	77	1	3/28/19 19:46	8/6/20 5:15	Poseyy/MarketAnalysis	active		23:51.4
113	Derivatives Python	https://github.com/yhilpisch/dawp/tree/master/python36	Derivative analytics with Python.	Derivatives and Hedging	4/12/21 14:39	388	299	1	7/9/15 12:27	2/22/21 13:29	yhilpisch/dawp	active
114	fast_arrow	https://github.com/westonplatter/fast_arrow	NEW	Derivatives and Hedging	2/20/21 11:29	127	42	5	7/19/18 23:15	4/18/20 18:05	westonplatter/fast_arrow	active		23:51.4
115	huobi_futures_Python	https://github.com/hbdmapi/huobi_futures_Python	NEW	Derivatives and Hedging	4/13/21 13:28	137	73	2	1/14/20 7:21	3/2/21 7:30	hbdmapi/huobi_futures_Python	active		23:51.4
116	algotrader	https://github.com/torreyleonard/algotrader	NEW	Derivatives and Hedging	4/11/21 10:12	477	102	12	4/10/18 2:31	8/27/20 8:16	torreyleonard/algotrader	active		23:51.4
117	tda-api	https://github.com/alexgolec/tda-api	NEW	Derivatives and Hedging	4/13/21 20:12	649	161	13	4/3/20 21:19	4/12/21 3:12	alexgolec/tda-api	active		23:51.4
118	optopsy	https://github.com/michaelchu/optopsy	NEW	Derivatives and Hedging	4/11/21 6:03	393	90	3	9/17/17 1:49	12/7/20 17:00	michaelchu/optopsy	active		23:51.4
119	trade-frame	https://github.com/rburkholder/trade-frame	NEW	Derivatives and Hedging	4/6/21 9:38	188	79	1	7/24/16 15:25	11/9/20 1:16	rburkholder/trade-frame	active		23:51.4
120	AlgorithmicTrading	https://github.com/JerBouma/AlgorithmicTrading	NEW	Derivatives and Hedging	4/9/21 18:12	168	54	1	3/14/19 9:33	2/3/21 22:29	JerBouma/AlgorithmicTrading	active		23:51.4
121	paperbroker	https://github.com/philipodonnell/paperbroker	NEW	Derivatives and Hedging	4/4/21 4:52	175	48	3	7/6/17 2:04	4/8/18 18:37	philipodonnell/paperbroker	inactive		23:51.4
122	quant-trading	https://github.com/je-suis-tm/quant-trading	NEW	Derivatives and Hedging	4/13/21 23:14	1771	474	2	4/3/18 14:08	4/13/21 18:37	je-suis-tm/quant-trading	active		23:51.4
123	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	inactive
124	Options-Trading-Strategies-in-Python	https://github.com/PyPatel/Options-Trading-Strategies-in-Python	NEW	Derivatives and Hedging	4/10/21 12:28	317	134	1	8/30/17 6:00	8/21/19 15:47	PyPatel/Options-Trading-Strategies-in-Python	active		23:51.4
125	StockSharp	https://github.com/StockSharp/StockSharp	NEW	Derivatives and Hedging	4/13/21 22:41	3924	1222	17	12/8/14 7:53	4/7/21 10:55	StockSharp/StockSharp	active		23:51.4
126	tf-quant-finance	https://github.com/google/tf-quant-finance	NEW	Derivatives and Hedging	4/13/21 22:49	2569	333	28	7/24/19 16:09	4/13/21 22:09	google/tf-quant-finance	active		23:51.4
127	tai	https://github.com/fremantle-industries/tai	NEW	Derivatives and Hedging	4/12/21 22:45	273	44	6	7/28/17 3:07	4/12/21 22:40	fremantle-industries/tai	active		23:51.4
128	trading-server	https://github.com/s-brez/trading-server	NEW	Derivatives and Hedging	4/13/21 9:46	209	50	2	3/5/19 3:06	3/8/21 2:37	s-brez/trading-server	active		23:51.4
129	Strata	https://github.com/OpenGamma/Strata	NEW	Derivatives and Hedging	4/12/21 6:32	607	217	39	6/16/14 11:45	4/12/21 6:32	OpenGamma/Strata	active		23:51.4
130	openAlgo	https://github.com/mtompkins/openAlgo	NEW	Derivatives and Hedging	4/3/21 9:17	160	82	2	5/28/13 14:46	3/24/17 20:00	mtompkins/openAlgo	inactive		23:51.4
131	Options_Data_Science	https://github.com/yugedata/Options_Data_Science	NEW	Derivatives and Hedging	4/10/21 22:31	238	39	1	12/9/20 4:51	4/5/21 3:55	yugedata/Options_Data_Science	active		23:51.4
132	QLNet	https://github.com/amaggiulli/QLNet	NEW	Derivatives and Hedging	4/13/21 7:58	259	134	13	8/22/13 14:51	3/2/21 18:39	amaggiulli/QLNet	active		23:51.4
133	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	inactive
134	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
135	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	inactive
136	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	chen-bowen/Computational_Finance	inactive
137	HFT	https://github.com/rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy	High frequency trading.	Extended Research	4/11/21 23:36	748	333	1	7/21/16 5:14	2/14/17 16:47	rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy	inactive
138	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	inactive
139	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	chen-bowen/Data_Science_in_Applied_Corporate_Finance	inactive
140	Bayesian Finance	https://github.com/marketneutral/alphatools/blob/master/notebooks/pymc3-minimal.ipynb	Notebook PyMC3 implementation.	Extended Research	4/10/21 19:50	233	55	1	8/28/18 14:45	8/6/20 22:03	marketneutral/alphatools	active
141	Deep Portfolio	https://github.com/DLColumbia/DL_forFinance	Deep learning for finance Predict volume of bonds.	Extended Research	1/12/21 11:48	27	19	2	5/8/18 19:34	5/9/18 15:39	DLColumbia/DL_forFinance	inactive
142	Backtests	https://github.com/AlgoTraders/stock-analysis-engine	Trading data and algorithms.	Extended Research	4/12/21 2:28	620	165	3	9/16/18 20:00	9/5/20 13:01	AlgoTraders/stock-analysis-engine	active
143	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	active
144	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	chen-bowen/Research_Documents_Curation_with_NLP	inactive
145	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	inactive
146	Mathematical Finance	https://github.com/Auquan/Tutorials	Notebooks for math and financial tutorials.	Extended Research	4/8/21 19:37	664	425	9	1/21/17 11:24	8/1/20 17:03	Auquan/Tutorials	active
147	Financial Economics	https://github.com/rsvp/fecon235/tree/master/nb	Financial Economics Models.	Extended Research	4/10/21 17:02	713	275	2	11/9/14 4:49	12/3/18 16:30	rsvp/fecon235	inactive
148	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	inactive
149	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	inactive
150	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	inactive
151	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	inactive
152	Commodity	https://github.com/felipessalvatore/fin2vec/blob/master/src/Commodity2BR.ipynb	Commodity influence over Brazilian stocks.	Extended Research							felipessalvatore/fin2vec
153	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	inactive
154	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	inactive
155	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	inactive
156	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	evijit/Finance_Graph_Theory	inactive
157	Python for Finance	https://github.com/yhilpisch/py4fi/tree/master/jupyter36	Various financial notebooks.	Factor and Risk Analysis	4/9/21 8:12	1298	794	1	12/15/14 11:23	7/10/18 6:38	yhilpisch/py4fi	inactive
158	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	active
159	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	10	1	6/26/18 20:36	10/22/19 21:56	ssanderson/convex-optimization-for-finance	active
160	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	60	3	5/1/17 7:36	4/7/21 15:25	alpha-miner/alpha-mind	active
161	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	9	1	11/15/16 19:24	1/14/17 21:19	willb/var-notebook	inactive
162	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	inactive
163	Stock-Prediction	https://github.com/Ronak-59/Stock-Prediction	NEW	Factor and Risk Analysis	3/26/21 8:37	129	64	2	3/18/18 4:54	2/28/20 11:43	Ronak-59/Stock-Prediction	active		37:06.3
164	Performance Analysis	https://github.com/quantopian/alphalens	Performance analysis of predictive (alpha) stock factors.	Factor and Risk Analysis	4/10/21 12:58	1847	700	17	6/3/16 21:49	4/27/20 18:40	quantopian/alphalens	active
165	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	inactive
166	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	inactive
167	stock-market-analysis-using-python-numpy-pandas	https://github.com/Ashishsinha10/stock-market-analysis-using-python-numpy-pandas	NEW	Factor and Risk Analysis	3/21/21 8:50	8	5	1	4/10/18 5:15	4/10/18 5:28	Ashishsinha10/stock-market-analysis-using-python-numpy-pandas	inactive		23:57.7
168	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	62	2	9/12/17 13:35	8/6/20 12:35	PyDataBlog/Python-for-Data-Science	active
169	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	inactive
170	-L-	https://github.com/jettbrains/-L-	NEW	Factor and Risk Analysis	3/15/21 3:05	6	16	1	10/28/19 21:50	10/28/19 21:51	jettbrains/-L-	active		23:57.7
171	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	active
172	Machine_learning_In_Finance	https://github.com/chaudharigauravi/Machine_learning_In_Finance	NEW	Factor and Risk Analysis	11/27/20 19:23	8	2	1	8/3/19 4:04	8/3/19 4:05	chaudharigauravi/Machine_learning_In_Finance	active		23:57.7
173	TradeFinexLive	https://github.com/XinFinOrg/TradeFinexLive	NEW	Factor and Risk Analysis	3/18/21 9:48	5	11	8	3/21/18 10:05	3/18/21 9:48	XinFinOrg/TradeFinexLive	active		23:57.7
174	simulate	https://github.com/leolle/simulate	NEW	Factor and Risk Analysis	3/23/21 13:34	11	2	1	6/4/17 15:18	11/11/18 14:03	leolle/simulate	inactive		23:57.7
175	Pyfolio	https://github.com/quantopian/pyfolio	Portfolio and risk analytics in Python.	Factor and Risk Analysis	4/12/21 11:55	3673	1157	42	6/1/15 15:31	2/28/20 17:30	quantopian/pyfolio	active
176	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_tensorflow	active
177	AlphaTrading	https://github.com/jerryxyx/AlphaTrading	NEW	Factor and Risk Analysis	4/10/21 6:34	149	74	1	5/18/18 22:09	8/7/18 18:05	jerryxyx/AlphaTrading	inactive		37:06.3
178	market-data	https://github.com/kriasoft/market-data	NEW	Fixed Income	6/22/20 10:58	25	20	1	12/7/12 13:42	12/15/12 12:10	kriasoft/market-data	inactive		24:33.4
179	woe	https://github.com/boredbird/woe	NEW	Fixed Income	4/12/21 10:43	224	96	1	9/11/17 7:15	3/1/18 10:45	boredbird/woe	inactive		24:33.4
180	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	inactive
181	MagentoExtensions	https://github.com/5mehulhelp5/MagentoExtensions	NEW	Fixed Income	2/12/21 8:45	106	110	2	7/3/14 5:45	11/24/17 16:15	5mehulhelp5/MagentoExtensions	inactive		24:33.4
182	rating_history	https://github.com/govwiki/rating_history	NEW	Fixed Income	1/23/21 6:27	26	13	1	11/23/17 22:52	12/3/17 20:42	govwiki/rating_history	inactive		24:33.4
183	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-toolbox	active
184	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	inactive
185	mlfinlab	https://github.com/hudson-and-thames/mlfinlab	open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data science](https://jfds.pm-research.com/) / [journal of portfolio management](https://jpm.pm-research.com/) / [journal of algorithmic finance](http://www.algorithmicfinance.org/) / [cambridge university press](https://www.cambridge.org/)	Other Models	4/12/21 10:51	2295	709	3	2/13/19 16:57	4/12/21 10:50	hudson-and-thames/mlfinlab	active	3	39:24.6
186	stock-trading-ml	https://github.com/yacoubb/stock-trading-ml	lstm model using keras to predict msft prices. Data is from [alphavantage](https://www.alphavantage.co/) which provides some free data through web services. Showing how to use concatenation layer to join timeseries data with TA data. Might be abit of overfitting on the model though	Other Models	4/11/21 14:46	340	186	1	10/10/19 9:44	10/12/19 11:38	yacoubb/stock-trading-ml	active	3	39:24.6
187	ML_Finance_Codes	https://github.com/mfrdixon/ML_Finance_Codes	accompanying materials for book [Machine Learning in Finance](https://www.springer.com/gp/book/9783030410674) covering probabilistic modeling/sequence modeling/neural networks/reinforcement learning etc.	Other Models	4/11/21 8:30	250	104	3	9/27/19 16:13	6/13/20 21:20	mfrdixon/ML_Finance_Codes	active	3	39:24.6
188	Scikit-learn Stock Prediction	https://github.com/robertmartin8/MachineLearningStocks	using fundamental and pricing data to predict future stock returns. Sklearn's randomforest classifier is trainded and author claimed positive live trading results. Not actively mainained	Other Models	4/11/21 10:00	931	347	2	2/12/17 4:50	2/4/21 3:48	robertmartin8/MachineLearningStocks	inactive	3
189	mosquito	https://github.com/miro-ka/mosquito	base framework trading bot for crypto. Stores data in local mongodb instance and supports backtest and live trading on [poloniex](https://poloniex.com/) and [bittrex](https://bittrex.com/) which are 12-15th ranked crypto exchanges by volume. Leverage [talib](https://github.com/mrjbq7/ta-lib) for ta data and [plotly](https://github.com/plotly/plotly.py) for visualization	Other Models	4/12/21 9:44	220	44	2	6/18/17 19:57	3/14/21 22:22	miro-ka/mosquito	active	3	39:24.6
190	Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original	https://github.com/PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original	official repo for [machine learning for algorithmic trading](https://www.amazon.com/Machine-Learning-Algorithmic-Trading-alternative/dp/1839217715?pf_rd_r=GZH2XZ35GB3BET09PCCA&pf_rd_p=c5b6893a-24f2-4a59-9d4b-aff5065c90ec&pd_rd_r=91a679c7-f069-4a6e-bdbb-a2b3f548f0c8&pd_rd_w=2B0Q0&pd_rd_wg=GMY5S&ref_=pd_gw_ci_mcx_mr_hp_d) book. Covering topics including backtesting/boosting/nlp/deep&reinforcement learning. Leverage open source libraries including [backtrader](https://www.backtrader.com/) [zipline](https://github.com/quantopian/zipline) and [talib](https://github.com/mrjbq7/ta-lib)	Other Models	4/8/21 20:01	279	126	4	11/15/19 8:51	1/21/21 7:56	PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Second-Edition_Original	active	4	39:24.6
191	Mixture Models I	https://github.com/BlackArbsCEO/Mixture_Models	Mixture models to predict market bottoms and regime changes based on a seminar given to quantinsti in 2017 and summary and video is [here](https://blog.quantinsti.com/webinar-can-we-use-mixture-models-to-predict-market-bottoms/). Gaussian mixture models are build on markov models and expectation maximization thoery to detect regimes and seminar reported positive results using features asset returns/tedrate/10y2ysptread/10y3m spread from fred which can be access here [fredapi](https://github.com/mortada/fredapi). Though most of the returns came from being long equities after 2009	Other Models	3/2/21 19:44	31	31	1	3/20/17 18:54	4/25/17 23:35	BlackArbsCEO/Mixture_Models	inactive	2
192	Machine-Learning-For-Finance	https://github.com/anthonyng2/Machine-Learning-For-Finance	accompanying materials for slide [here](https://github.com/anthonyng2/Machine-Learning-For-Finance/blob/master/Regression%20Based%20Machine%20Learning%20for%20Algorithmic%20Trading/Machine%20Learning%20-%20Linear%20Regression%20for%20Algo%20Trading%20v2017-07-13.pdf) covering more tradition quant trading topics like pair trading/kalman filter/trend following etc. Referecing interesting paper [characterization of financial time series](http://www.cs.ucl.ac.uk/fileadmin/UCL-CS/research/Research_Notes/RN_11_01.pdf)	Other Models	4/1/21 20:11	205	119	1	7/11/17 9:09	2/21/18 5:36	anthonyng2/Machine-Learning-For-Finance	inactive	2	39:24.6
193	Machine-Learning-and-AI-in-Trading	https://github.com/PyPatel/Machine-Learning-and-AI-in-Trading	repo covering lstm and other sklearn model for trading. Code is not structured well and less extensible	Other Models	4/8/21 11:31	261	101	1	8/30/17 6:14	10/29/19 8:14	PyPatel/Machine-Learning-and-AI-in-Trading	inactive	2	39:24.6
194	Speculator	https://github.com/amicks/Speculator	python code to predict crypto prices using machine learning models. Two models used here tensorflow DNNClassifier and sklearn randomforest. Exposes the functionality as web services api using flask. Some idea are based on this paper [predicting the direction of stock market prices](https://arxiv.org/pdf/1605.00003.pdf)	Other Models	3/15/21 16:27	101	31	2	9/3/17 17:43	9/12/18 18:58	amicks/Speculator	inactive	3	39:24.6
195	Fundamental LT Forecasts	https://github.com/Hvass-Labs/FinanceOps	Research in investment finance for long term forecasts and a curated list of notebooks. Each topic contains a youtube video explaining in details. Interesting topics including using price per book ratio and other multiples for future return prediction and portfolio optimization. data sourced form [simfin](https://github.com/SimFin/simfin) yahoo finance and [s&p 500 earnings and estimate report](https://www.spglobal.com/spdji/en/documents/additional-material/sp-500-eps-est.xlsx) etc.	Other Models	4/5/21 23:36	383	127	1	7/22/18 8:14	2/17/21 14:39	Hvass-Labs/FinanceOps	active	3
196	fin-ml	https://github.com/tatsath/fin-ml	accompanying materials for book [Machine Learning and Data Science Blueprints for Finance](https://www.amazon.com/Machine-Learning-Science-Blueprints-Finance/dp/1492073059) on top of basic machine learning models i.e. nlp/reinforcement learning/supervised & unsupervised learning it covers wider topics including robo-advisors/fraud detection/loan default/derivative pricing/yield curve construction.	Other Models	4/11/21 3:29	116	66	2	5/10/20 0:25	1/23/21 17:15	tatsath/fin-ml	active	4	39:24.6
197	AlphaPy	https://github.com/ScottfreeLLC/AlphaPy	machine learning framework built on sklearn and pandas. Support pyfolio/xgboost/lightgmb/catboost(gradient boosting on decision tress) etc. Examples include financial market prediction/sports prediction/kaggle. Configurations are set though yaml file for all model process including feature selection/grid search on parameters and aggregate results for each model	Other Models	4/4/21 20:02	576	130	3	2/14/16 0:47	2/8/21 21:35	ScottfreeLLC/AlphaPy	active	4	39:24.6
198	Short-Term Movement Cues	https://github.com/anfederico/Clairvoyant	Identify social/historical cues for short term stock movement. Sklearn SVM model is used and good visualization coded in matplotlib	Other Models	4/12/21 13:11	2166	678	1	9/12/16 18:38	8/29/18 20:27	anfederico/clairvoyant	inactive	3
199	Trend Following	http://inseaddataanalytics.github.io/INSEADAnalytics/ExerciseSet2.html	A futures trend following portfolio investment strategy.	Other Models
200	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	386	2	5/7/19 11:04	1/19/21 7:51	PacktPublishing/Hands-On-Machine-Learning-for-Algorithmic-Trading	active	5	39:24.6
201	Machine-Learning-for-Finance	https://github.com/PacktPublishing/Machine-Learning-for-Finance	repo for book [machine learning for finance](https://www.packtpub.com/product/machine-learning-for-finance/9781789136364) with heavier focus on machine learning and less on finance. Topics covered including computer vision/time series/nlp/generative models (i.e. autoencoder)/reinforcement learning/debugging ml systems	Other Models	4/8/21 16:54	180	122	4	3/15/18 6:28	1/14/21 15:58	PacktPublishing/Machine-Learning-for-Finance	active	3	39:24.6
202	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	94	1	1/17/17 12:44	1/17/17 12:48	AdeelMufti/CryptoBot	inactive	2	39:24.6
203	finance_ml	https://github.com/jjakimoto/finance_ml	NEW	Other Models	4/8/21 15:28	282	117	1	6/29/18 21:21	2/18/19 12:34	jjakimoto/finance_ml	inactive		39:24.6
204	Stock.Indicators	https://github.com/DaveSkender/Stock.Indicators	NEW	Other Models	4/12/21 10:47	175	64	9	12/29/19 5:18	4/11/21 19:17	DaveSkender/Stock.Indicators	active		39:24.6
205	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	94	5	12/6/18 11:35	1/18/21 6:40	PacktPublishing/Machine-Learning-for-Algorithmic-Trading-Bots-with-Python	active		39:24.6
206	Microservices-Based-Algorithmic-Trading-System	https://github.com/saeed349/Microservices-Based-Algorithmic-Trading-System	NEW	Other Models	4/10/21 12:59	104	56	0	1/6/20 0:21	3/31/20 13:02	saeed349/Microservices-Based-Algorithmic-Trading-System	active		39:24.6
207	awesome-ai-in-finance	https://github.com/georgezouq/awesome-ai-in-finance	NEW	Other Models	4/11/21 7:43	941	162	8	8/29/18 2:07	11/27/20 9:43	georgezouq/awesome-ai-in-finance	active		39:24.6
208	Pattern-Recognition-for-Forex-Trading	https://github.com/PythonProgramming/Pattern-Recognition-for-Forex-Trading	NEW	Other Models	4/5/21 3:23	173	91	1	3/26/15 2:22	3/26/15 2:33	PythonProgramming/Pattern-Recognition-for-Forex-Trading	inactive	2	39:24.6
209	surpriver	https://github.com/tradytics/surpriver	Machine learning algo to detect anomaly in equities data. Uses sklearn [IsolationForest](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html) model and price/volume based technical signals as features using [ta](https://github.com/bukosabino/ta) library. Opensourced by [tradytics](https://tradytics.com/). Code structures are less extensible	Other Models	4/12/21 12:27	1189	221	6	8/30/20 7:56	9/21/20 4:32	tradytics/surpriver	active	3	39:24.6
210	Awesome-Quant-Machine-Learning-Trading	https://github.com/grananqvist/Awesome-Quant-Machine-Learning-Trading	curated list of books/online courses/youtube videos/blogs/interviews/papers/code etc. Updates are pretty infrequent	Other Models	4/10/21 13:38	1005	319	3	11/5/18 21:09	10/8/20 16:48	grananqvist/Awesome-Quant-Machine-Learning-Trading	active	5	39:24.6
211	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	54	1	3/11/16 19:13	12/21/20 3:54	melling/MathAndScienceNotes	active	3	39:24.6
212	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	active
213	botflow	https://github.com/kkyon/botflow	python dataflow programming framework. Similar and probably replaceable by sklearn.pipeline module. Uses [graphviz](https://graphviz.org/) for visiualization though not maintained with last commit over 3 years ago	Other Models	3/31/21 10:56	1165	102	8	8/20/18 3:13	5/23/19 14:40	kkyon/botflow	inactive	2	39:24.6
214	Machine Learning in Asset Management—Part 1: Portfolio Construction—Trading Strategies	https://jfds.pm-research.com/content/2/1/10		Personal Papers
215	Machine Learning in Asset Management	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3420952		Personal Papers
216	Financial Event Prediction using Machine Learning	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3481555		Personal Papers
217	Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization	https://jfds.pm-research.com/content/2/2/17		Personal Papers
218	riskparity.py	https://github.com/dppalomar/riskparity.py	NEW	Portfolio Selection and Optimisation	4/11/21 9:40	124	31	2	7/13/19 21:30	1/30/21 1:53	dppalomar/riskparity.py	active		37:19.5
219	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	629	6	11/12/17 16:08	5/9/19 9:50	ZhengyaoJiang/PGPortfolio	active
220	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
221	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	active
222	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	82	3	11/16/18 12:20	7/4/19 1:41	VivekPa/OptimalPortfolio	active
223	DeepDow	https://github.com/jankrepl/deepdow	Portfolio optimization with deep learning.	Portfolio Selection and Optimisation	4/7/21 6:57	311	58	2	2/2/20 8:46	2/16/21 18:50	jankrepl/deepdow	active
224	node-finance	https://github.com/albertosantini/node-finance	NEW	Portfolio Selection and Optimisation	4/5/21 8:01	101	26	3	9/17/11 17:49	4/5/21 8:01	albertosantini/node-finance	active		37:19.5
225	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	479	16	5/29/18 13:30	2/25/21 13:01	robertmartin8/PyPortfolioOpt	active
226	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	57	1	2/10/17 9:03	3/8/18 16:47	tcloaa/Deep-Portfolio-Theory	inactive
227	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	inactive
228	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	4	1	7/26/16 16:20	12/30/16 11:40	charlessutton/OLMAR	inactive
229	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
230	Riskfolio-Lib	https://github.com/dcajasn/Riskfolio-Lib	NEW	Portfolio Selection and Optimisation	4/12/21 12:25	371	62	1	3/2/20 19:49	4/1/21 3:50	dcajasn/Riskfolio-Lib	active		37:19.5
231	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	filangelos/qtrader	inactive
232	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	active
233	NLP Event	https://github.com/yuriak/DLQuant	Applying Deep Learning and NLP in Quantitative Trading.	Textual	4/1/21 2:16	70	31	1	7/2/18 23:50	1/31/19 14:08	yuriak/DLQuant	inactive
234	Financial Statement Sentiment	https://github.com/MAydogdu/TextualAnalysis	Extracting sentiment from financial statements using neural networks.	Textual	3/31/21 2:10	8	7	1	6/4/18 20:54	6/4/18 20:56	MAydogdu/TextualAnalysis	inactive
235	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	inactive
236	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	51	2	5/24/17 12:36	8/7/19 21:47	GitiHubi/deepAI	active
237	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	2	1	4/16/18 22:18	6/7/18 22:01	frechfrechfrech/Mutual-Fund-Market-Clusters	inactive
238	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	27	1	6/23/17 0:05	1/26/19 3:35	EricHe98/Financial-Statements-Text-Analysis	inactive
239	NLP	https://github.com/toamitesh/NLPinFinance	This project assembles a lot of NLP operations needed for finance domain.	Textual							toamitesh/NLPinFinance
240	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	inactive
241	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	36	0	9/5/17 19:19	9/27/17 20:42	marketneutral/pairs-trading-with-ML	inactive
242	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
243	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	inactive
244	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	2	1	4/16/18 22:18	6/7/18 22:01	frechfrechfrech/Mutual-Fund-Market-Clusters	inactive
245	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	inactive
246	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	inactive