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87 repositories

Programmatically collect normalized news from (almost) any website.

Python 2,977 283 Updated Oct 30, 2020

Paper list of multi-agent reinforcement learning (MARL)

4,812 775 Updated Feb 11, 2026

Build a Stock Screener using FastAPI (Python)

Python 326 165 Updated Jul 22, 2021

Get the course here: https://deeplearningcourses.com/c/ai-finance

Python 165 59 Updated Jul 18, 2024

Python wrapper for TA-Lib (http://ta-lib.org/).

Cython 11,940 1,974 Updated Mar 16, 2026

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Jupyter Notebook 17,280 5,120 Updated Aug 18, 2024

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 …

Jupyter Notebook 693 158 Updated Nov 6, 2024

Stock Trading Bot using Deep Q-Learning

Jupyter Notebook 1,152 360 Updated Dec 3, 2023

This repository provides the code for a Reinforcement Learning trading agent with its trading environment that works with both simulated and historical market data. This was inspired by OpenAI Gym …

Jupyter Notebook 219 86 Updated Nov 18, 2023

CS277 Project: Deep Reinforcement Learning in portfolio Management. This repo is the DQN part which implements a trading agent based on the DQN algorithm.

Python 14 7 Updated Jan 19, 2020
Python 32 13 Updated Jul 16, 2020

CNN for stock market prediction using raw data & candlestick graph.

Python 169 60 Updated Sep 17, 2019

Predict stock with LSTM supporting pytorch, keras and tensorflow

Python 843 300 Updated Mar 24, 2023

Stock Price Prediction Using LSTM

Python 4 1 Updated Dec 8, 2022

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Jupyter Notebook 9,332 3,030 Updated Apr 16, 2023

Stanford Project: Artificial Intelligence is changing virtually every aspect of our lives. Today’s algorithms accomplish tasks that until recently only expert humans could perform. As it relates to…

Jupyter Notebook 287 49 Updated Jul 11, 2023

OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Python 619 221 Updated Mar 30, 2023

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

Jupyter Notebook 198 91 Updated Apr 22, 2026

Python for Finance Cookbook, published by Packt

Jupyter Notebook 790 283 Updated Mar 2, 2026

Use deep learning, genetic programming and other methods to predict stock and market movements

Jupyter Notebook 436 153 Updated Aug 28, 2021

Predicting future stock price using genetic algorithm

MATLAB 4 3 Updated Dec 30, 2020

FinRL®: Financial Reinforcement Learning. 🔥

Jupyter Notebook 15,078 3,328 Updated Apr 5, 2026

FinRL® Tutorials. Please star.

Jupyter Notebook 1,202 427 Updated Mar 28, 2025

FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading

Python 3,120 974 Updated May 2, 2026

Unofficial APIs for Webull.

Python 636 178 Updated Mar 18, 2024
Python 20 20 Updated Feb 19, 2021

ffn - a financial function library for Python

Python 2,544 352 Updated Mar 21, 2026

Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier — compact, simple and fast

Python 821 241 Updated Nov 11, 2021

Python Algorithmic Trading Library

Python 4,655 1,392 Updated Nov 13, 2023