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The Top 23 Learning Stock Open Source Projects

Open source projects categorized as Learning Stock
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
Stockpriceprediction ⭐ 1,132
Stock Price Prediction using Machine Learning Techniques
most recent commit 9 months 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
Machinelearningstocks ⭐ 851
Using python and scikit-learn to make stock predictions
most recent commit 3 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
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
Reinforcement_learning_for_stock_prediction ⭐ 467
This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube
most recent commit 4 years ago
Stockprediction ⭐ 461
Data and code of my Medium story on stock prediction with TensorFlow
most recent commit 6 years 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
Stock Trading Ml ⭐ 238
A stock trading bot that uses machine learning to make price predictions.
most recent commit 3 years ago
Automatedstocktrading Deepq Learning ⭐ 140
Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
most recent commit 3 years ago
Dqn ⭐ 119
Reinforcement Learning for finance
most recent commit 7 years ago
Quant_stock ⭐ 118
Stock analysis/prediction model using machine learning
most recent commit 6 years ago
Event Driven Stock Prediction Using Deep Learning ⭐ 108
A deep learning method for event driven stock market prediction. Deep learning is useful for event-driven stock price movement prediction by proposing a novel neural tensor network for learning event embedding, and using a deep convolutional neural network to model the combined influence of long-term events and short-term events on stock price movements
most recent commit 4 years ago
Stock Price Predictor ⭐ 107
This project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
most recent commit 6 years ago
Trading Stock Thailand ⭐ 64
most recent commit a year ago
Stock Price Trade Analyzer ⭐ 60
This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.
most recent commit 9 months ago
Strtsmrt ⭐ 57
Stock price trend prediction with news sentiment analysis using deep learning
most recent commit 7 years ago
The 3 Latest Releases In Learning Stock Open Source Projects
Stockai ⭐ 9
Stock prediction with Machine Learning (Ongoing Project)
total releases 9latest release February 28, 2021most recent commit 3 years ago
Fingym ⭐ 10
A tool for developing reinforcement learning algorithms focused in stock prediction
total releases 8latest release May 08, 2020most recent commit 4 years ago
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