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ML4T

10 repositories

基于机器学习方法构建多因子选股模型:RandomForest, GBDT, Adaboots, xgboost,MLP, Linear Model, LSTM

Jupyter Notebook 194 73 Updated Apr 9, 2020

A practical feature engineering handbook

Jupyter Notebook 321 113 Updated Jul 18, 2020

金融研报分析小助手

Python 44 12 Updated Apr 18, 2023

FinRL: Financial Reinforcement Learning. 🔥

Jupyter Notebook 10,923 2,572 Updated Feb 19, 2025

Python AutoML for Trading Systems and Sports Betting

Python 1,413 232 Updated Dec 15, 2024

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

Jupyter Notebook 2,000 672 Updated Aug 27, 2022

OpenFE: automated feature generation with expert-level performance

Python 765 94 Updated May 27, 2024

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning 🔥 ⚡ 🌈

Jupyter Notebook 1,702 341 Updated Feb 25, 2025

High frequency trading (HFT) framework built for futures using machine learning and deep learning techniques

Jupyter Notebook 407 110 Updated Sep 20, 2022

Feature engineering of a Limit Order Book. Extraction of features from a LOB in order to analyse the behaviour of trade market.

Jupyter Notebook 201 64 Updated Apr 12, 2022