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The Top 23 Machine Learning Algorithmic Trading Open Source Projects

Open source projects categorized as Machine Learning Algorithmic Trading

Categories > Economics > Algorithmic Trading

Categories > Machine Learning > Machine Learning

Qlib ⭐ 13,295

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

dependent packages 1total releases 32most recent commit 3 months ago

pypi pyqlib} Downloads

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

most recent commit 6 months ago

Mlfinlab ⭐ 3,567

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

dependent packages 4total releases 55most recent commit 7 months ago

pypi mlfinlab} Downloads

Vectorbt ⭐ 3,189

Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

dependent packages 9total releases 65most recent commit 7 months ago

pypi vectorbt} Downloads

modular quant framework.

total releases 68most recent commit 6 months ago

Elitequant ⭐ 2,397

A list of online resources for quantitative modeling, trading, portfolio management

most recent commit a year ago

Aialpha ⭐ 1,618

Use unsupervised and supervised learning to predict stocks

most recent commit 4 years ago

Eiten ⭐ 1,557

Statistical and Algorithmic Investing Strategies for Everyone

most recent commit 4 years ago

Pybroker ⭐ 1,455

Algorithmic Trading in Python with Machine Learning

most recent commit 3 months ago

Quantresearch ⭐ 1,410

Quantitative analysis, strategies and backtests

most recent commit 8 months ago

Finance ⭐ 1,317

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

most recent commit 3 months ago

Surpriver ⭐ 1,275

Find big moving stocks before they move using machine learning and anomaly detection

most recent commit 3 years ago

Fastquant ⭐ 1,244

fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!

dependent packages 1total releases 48most recent commit 7 months ago

pypi fastquant} Downloads

Machine Learning Asset Management ⭐ 1,159

Machine Learning in Asset Management (by @firmai)

most recent commit 2 years ago

Sgx Full Orderbook Tick Data Trading Strategy ⭐ 1,151

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

most recent commit 2 years ago

Machinelearningstocks ⭐ 851

Using python and scikit-learn to make stock predictions

most recent commit 3 years ago

Introneuralnetworks ⭐ 691

Introducing neural networks to predict stock prices

most recent commit 5 years ago

Intelligent Trading Bot ⭐ 650

Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

most recent commit 4 months ago

Liualgotrader ⭐ 561

Framework for algorithmic trading

total releases 115most recent commit 8 months ago

Pandapy ⭐ 483

PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)

total releases 22most recent commit 3 years ago

Stock Price Prediction Lstm ⭐ 425

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

most recent commit a year ago

This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

most recent commit a year ago

Roboquant ⭐ 280

Roboquant is a fast, flexible, user-friendly and completely free algorithmic trading platform

dependent packages 2total releases 1most recent commit 3 months ago

The 5 Most Depended On Machine Learning Algorithmic Trading Open Source Projects

Vectorbt ⭐ 3,189

Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

dependent packages 9total releases 65latest release January 27, 2023most recent commit 7 months ago

pypi vectorbt} Downloads

Mlfinlab ⭐ 3,567

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

dependent packages 4total releases 55latest release August 18, 2021most recent commit 7 months ago

pypi mlfinlab} Downloads

Roboquant ⭐ 280

Roboquant is a fast, flexible, user-friendly and completely free algorithmic trading platform

dependent packages 2total releases 1latest release September 17, 2023most recent commit 3 months ago

Qlib ⭐ 13,295

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

dependent packages 1total releases 32latest release July 18, 2023most recent commit 3 months ago

pypi pyqlib} Downloads

Fastquant ⭐ 1,244

fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!

dependent packages 1total releases 48latest release January 04, 2023most recent commit 7 months ago

pypi fastquant} Downloads

The 10 Latest Releases In Machine Learning Algorithmic Trading Open Source Projects

Fin Maestro Web ⭐ 168

Find your trading, investing edge using the most advanced web app for technical and fundamental research combined with real time sentiment analysis.

total releases 2latest release October 06, 2023most recent commit 3 months ago

Roboquant ⭐ 280

Roboquant is a fast, flexible, user-friendly and completely free algorithmic trading platform

dependent packages 2total releases 1latest release September 17, 2023most recent commit 3 months ago

Qlib ⭐ 13,295

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

dependent packages 1total releases 32latest release July 18, 2023most recent commit 3 months ago

pypi pyqlib} Downloads

Vectorbt ⭐ 3,189

Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

dependent packages 9total releases 65latest release January 27, 2023most recent commit 7 months ago

pypi vectorbt} Downloads

modular quant framework.

total releases 68latest release January 17, 2023most recent commit 6 months ago

Liualgotrader ⭐ 561

Framework for algorithmic trading

total releases 115latest release January 09, 2023most recent commit 8 months ago

Fastquant ⭐ 1,244

fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!

dependent packages 1total releases 48latest release January 04, 2023most recent commit 7 months ago

pypi fastquant} Downloads

Systematic Trading ⭐ 13

The Swiss knife for developing systematic trading strategies. It includes datasets and strategy ideas to assist in developing and backtesting trading algorithms.

total releases 13latest release July 05, 2022most recent commit 7 months ago

Mlfinlab ⭐ 3,567

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

dependent packages 4total releases 55latest release August 18, 2021most recent commit 7 months ago

pypi mlfinlab} Downloads

Portfoliolab ⭐ 57

PortfolioLab is a python library that enables traders to take advantage of the latest portfolio optimisation algorithms used by professionals in the industry.

total releases 4latest release June 23, 2021most recent commit 2 years ago

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