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The Top 23 Python Machine Learning Algorithmic Trading Open Source Projects

Open source projects categorized as Python Machine Learning Algorithmic Trading

Categories > Economics > Algorithmic Trading

Categories > Machine Learning > Machine Learning

Categories > Programming Languages > Python

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 5 months 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

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

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 2 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

Quantitative Notebooks ⭐ 233

Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy

most recent commit 4 years ago

Darwinexlabs ⭐ 192

Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex

most recent commit 4 years ago

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 2most recent commit 3 months ago

Freqtrade Gym ⭐ 101

A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.

most recent commit 3 years ago

Deep Reinforcement Learning For Trading

most recent commit 8 months ago

The 3 Most Depended On Python 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

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

The 9 Latest Releases In Python 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

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 5 months ago

Liualgotrader ⭐ 561

Framework for algorithmic trading

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

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

Pandapy ⭐ 483

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

total releases 22latest release January 25, 2020most recent commit 2 years ago

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