deep_learning

repo	comment	created_at	last_commit	star_count	repo_status	rating
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	11/26/18 3:23	1/1/21 9:41	528.0	✔️	⭐x4
trading-bot	Implementation of deep reinforcement learning using Deep Q Network (DQN). Only supports single security at the moment. Idea is roughly based here and uses tensorflow/keras. Interesting helper python libraries used here are tqdm for console based progress bar and altair for declarative visualization in python	8/13/18 10:44	1/23/20 4:41	285.0	✔️	⭐x3
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 for calculating return stats and 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.	2/16/19 21:18	11/29/20 20:12	319.0	✔️	⭐x3
deep-RL-trading	NEW	2/25/18 17:41	12/1/20 22:06	231.0	✔️	⭐x3
FinRL-Library	NEW	7/26/20 13:18	3/28/21 13:46	1780.0	✔️	⭐x5
RLTrader	NEW	4/27/19 18:35	10/17/19 16:25	1300.0	✔️	⭐x5
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020	NEW	7/26/20 13:12	1/21/21 18:11	542.0	✔️	⭐x4
BitcoinForecast	NEW	3/10/17 10:52	6/11/18 8:07	287.0	✖️	⭐x3
AutomatedStockTrading-DeepQ-Learning	NEW	2/23/19 12:01	2/25/20 18:16	134.0	✔️	⭐x3
Personae	NEW	3/10/18 11:22	9/2/18 17:21	1142.0	✖️	⭐x5
Deep-Reinforcement-Stock-Trading	NEW	5/19/19 22:20	9/27/20 19:22	140.0	✔️	⭐x3
Deep-Learning-Machine-Learning-Stock	NEW	9/29/18 23:38	3/18/21 3:16	251.0	✔️	⭐x3
trading-rl	NEW	4/22/19 10:03	9/28/20 9:07	179.0	✔️	⭐x3
DQN-DDPG_Stock_Trading	NEW	9/19/18 3:17	11/26/20 16:58	134.0	✔️	⭐x3
Stock-Prediction-Models	NEW	12/18/17 10:49	1/5/21 10:31	3584.0	✔️	⭐x5
Deep-Reinforcement-Learning-in-Trading	NEW	5/11/18 0:52	10/26/19 14:22	137.0	✔️	⭐x3
crypto-rl	NEW	6/21/18 1:06	11/5/20 11:08	339.0	✔️	⭐x3
DeepLearningInFinance	NEW	8/21/17 16:00	8/21/17 17:23	266.0	✖️	⭐x3
LTSM GRU	Stock Market Forecasting using LSTM\GRU.	5/13/18 2:39	2/25/19 0:26	11.0	✔️	⭐x3
Deep Learning	Technical experimentations to beat the stock market using deep learning.	12/12/16 2:15	3/4/17 8:37	427.0	✖️	⭐x4
Deep Learning II	Tensorflow Regression.	7/12/16 12:56	2/16/18 2:43	174.0	✖️	⭐x3
Deep Learning III	Algorithmic trading with deep learning experiments.	6/18/16 18:23	8/7/18 15:24	1262.0	✖️	⭐x5
Deep Learning IV	Bulbea: Deep Learning based Python Library.	3/9/17 6:11	3/19/17 7:42	1448.0	✔️	⭐x5
AI Trading	AI to predict stock market movements.	1/9/19 8:02	2/11/19 16:32	2852.0	✖️	⭐x5
Neural Network	Neural networks to predict stock prices.	9/10/18 6:34	11/21/18 7:39	488.0	✖️	⭐x4
ARIMA-LTSM Hybrid	Hybrid model to predict future price correlation coefficients of two assets.	8/5/18 2:13	10/1/18 11:25	218.0	✔️	⭐x3
LTSM Recurrent	OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network.	10/7/18 3:58	8/3/19 9:00	1198.0	✔️	⭐x4