stosia / awesome-ml-for-tradingLinks
Awesome machine learning for trading
☆54Updated 7 years ago
Alternatives and similar repositories for awesome-ml-for-trading
Users that are interested in awesome-ml-for-trading are comparing it to the libraries listed below
Sorting:
- High Frequency Trading☆109Updated 7 years ago
- Deep Q-Learning for Market Making☆127Updated 7 years ago
- High Frequency Pairs Trading Based on Statistical Arbitrage (Python)☆106Updated 6 years ago
- Price Prediction with Machine Learning Models (practicum project at CME group)☆71Updated 9 years ago
- ☆139Updated 2 years ago
- Python library for high frequency portfolio analysis, intraday backtesting and optimization☆68Updated 8 years ago
- Deep Trading using Convolutional Neural Network☆28Updated 7 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Deep learning for price movement prediction using high frequency limit order data☆40Updated 6 years ago
- Notebook based on the book "Advances in Financial Machine Learning" by Marcos Lopez de Prado☆125Updated 5 years ago
- Event-driven backtest/realtime quantitative trading system.☆75Updated 3 years ago
- Build a statistical risk model using PCA. Optimize the portfolio using the risk model and factors using multiple optimization formulation…☆132Updated 6 years ago
- Pair Trading Strategy using Machine Learning written in Python☆119Updated 3 years ago
- Quantopian Pairs Trading algorithm implementation.☆63Updated 7 years ago
- Analysis of High Frequency Trading on Bitcoin exchanges☆157Updated 7 years ago
- Automatically trades NYSE stocks and ETFs using three high-frequency trading strategies☆72Updated last year
- We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.☆264Updated 2 years ago
- Limit Order Book data analysis and modeling using LSTM network☆138Updated 6 years ago
- Trend Prediction for High Frequency Trading☆42Updated 2 years ago
- A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python☆91Updated 2 months ago
- Machine learning end-to-end research and trade execution☆98Updated 4 years ago
- ☆127Updated 6 years ago
- Technical Analysis Library Time-Series☆154Updated last month
- High frequency AI based algorithmic trading module.☆72Updated 9 years ago
- Market Making / Stat Arb strategy☆63Updated 8 years ago
- A project of using machine learning model (tree-based) to predict short-term instrument price up or down in high frequency trading.☆167Updated 5 years ago
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆66Updated 2 years ago
- This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some…☆125Updated 3 years ago
- A Python Implementation of Measures for Order Flow Risk, e.g. VPIN☆92Updated 4 years ago
- Neural Network for HFT-trading [experimental]☆88Updated 4 years ago