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The Top 23 Deep Learning Stock Open Source Projects

Open source projects categorized as Deep Learning Stock
Categories > Machine Learning > Deep Learning
Categories > Economics > Stock
Stock Prediction Models ⭐ 6,233
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
most recent commit a year ago
Financial Machine Learning ⭐ 5,277
A curated list of practical financial machine learning tools and applications.
most recent commit 3 months ago
Bulbea ⭐ 1,203
🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling
most recent commit 6 years ago
Alphapy ⭐ 1,003
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit 4 months ago
Deep Finance ⭐ 942
Datasets, papers and books on AI & Finance.
most recent commit 2 years ago
Awesome Deep Trading ⭐ 799
List of awesome resources for machine learning-based algorithmic trading
most recent commit 2 years ago
Q Trader ⭐ 760
Deep Q-learning driven stock trader bot
most recent commit 5 months ago
Trading Bot ⭐ 758
Stock Trading Bot using Deep Q-Learning
most recent commit 5 months ago
How To Predict Stock Prices Easily Demo ⭐ 699
How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube
most recent commit 4 years ago
Stock_market_reinforcement_learning ⭐ 630
This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.
most recent commit 7 years ago
Deepstock ⭐ 464
Technical experimentations to beat the stock market using deep learning 📈
most recent commit 7 years ago
Stockprediction ⭐ 461
Data and code of my Medium story on stock prediction with TensorFlow
most recent commit 6 years ago
Stock Price Prediction Lstm ⭐ 425
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
most recent commit a year ago
Stock Analysis Engine ⭐ 414
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
total releases 167most recent commit 4 years ago
Real Time Stock Market Prediction ⭐ 395
In this repository, I have developed the entire server-side principal architecture for real-time stock market prediction with Machine Learning. I have used Tensorflow.js for constructing ml model architecture, and Kafka for real-time data streaming and pipelining.
most recent commit 3 years ago
Stock Prediction Deep Neural Learning ⭐ 385
Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting
most recent commit 4 months ago
Deep Reinforcement Stock Trading ⭐ 382
A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
most recent commit a year ago
Test Stock Prediction Algorithms ⭐ 338
Use deep learning, genetic programming and other methods to predict stock and market movements
most recent commit 3 years ago
Lstm_rnn_tutorials_with_demo ⭐ 268
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
most recent commit 5 years ago
Deep Rl Trading ⭐ 248
playing idealized trading games with deep reinforcement learning
most recent commit 3 years ago
Stock Trading Ml ⭐ 238
A stock trading bot that uses machine learning to make price predictions.
most recent commit 3 years ago
Deeptrade ⭐ 211
A LSTM model using Risk Estimation loss function for stock trades in market
most recent commit 4 years ago
Deep Reinforcement Learning In Stock Trading ⭐ 188
Using deep actor-critic model to learn best strategies in pair trading
most recent commit 7 years ago
The 5 Latest Releases In Deep Learning Stock Open Source Projects
Go Iex ⭐ 6
IEX Cloud API client in Go
dependent packages 1total releases 17latest release May 28, 2021most recent commit 3 years ago
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