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The Top 23 Python Machine Learning Finance Open Source Projects

Open source projects categorized as Python Machine Learning Finance

Categories > Economics > Finance

Categories > Machine Learning > Machine Learning

Categories > Programming Languages > Python

Openbbterminal ⭐ 26,037

Investment Research for Everyone, Everywhere.

dependent packages 5total releases 34most recent commit 17 days ago

pypi openbb} Downloads

Dash ⭐ 19,976

Data Apps & Dashboards for Python. No JavaScript Required.

dependent packages 639total releases 174most recent commit 3 months ago

pypi dash} 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 32most recent commit 4 months ago

pypi pyqlib} 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 55most recent commit 7 months ago

pypi mlfinlab} Downloads

Awesome Quant ⭐ 3,302

中国的Quant相关资源索引

most recent commit a year ago

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

Awesome Streamlit ⭐ 1,832

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

total releases 5most recent commit a year ago

Pybroker ⭐ 1,455

Algorithmic Trading in Python with Machine Learning

most recent commit 4 months ago

Finance ⭐ 1,317

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

most recent commit 4 months ago

Bulbea ⭐ 1,203

🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling

most recent commit 6 years ago

Trademaster ⭐ 912

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

total releases 9most recent commit 5 months ago

Deepdow ⭐ 790

Portfolio optimization with deep learning.

total releases 5most recent commit 4 months ago

Introneuralnetworks ⭐ 691

Introducing neural networks to predict stock prices

most recent commit 5 years 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

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

most recent commit a year ago

Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

total releases 31most recent commit 7 months ago

A Python package for aggregating historical data from popular and free financial APIs, and for transforming that data into features for AI/ML.

total releases 4most recent commit 4 months ago

Quantitative Notebooks ⭐ 233

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

most recent commit 4 years ago

News Emotion ⭐ 199

📉 金融文本情感分析模型

most recent commit 6 years ago

Rl_trading ⭐ 181

An environment to high-frequency trading agents under reinforcement learning

most recent commit 7 years ago

Pairstrade Fyp 2019 ⭐ 169

We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.

most recent commit 2 years ago

Machine Learning And Ai In Trading ⭐ 169

Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.

most recent commit 5 years ago

Mastering Python For Finance Second Edition ⭐ 157

Sources codes for: Mastering Python for Finance, Second Edition

most recent commit 2 years ago

The 6 Most Depended On Python Machine Learning Finance Open Source Projects

Dash ⭐ 19,976

Data Apps & Dashboards for Python. No JavaScript Required.

dependent packages 639total releases 174latest release November 28, 2023most recent commit 3 months ago

pypi dash} 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

Openbbterminal ⭐ 26,037

Investment Research for Everyone, Everywhere.

dependent packages 5total releases 34latest release November 30, 2023most recent commit 17 days ago

pypi openbb} 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 4 months ago

pypi pyqlib} Downloads

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

dependent packages 1total releases 6latest release September 01, 2021most recent commit 2 years ago

pypi synthia} Downloads

The 10 Latest Releases In Python Machine Learning Finance Open Source Projects

Openbbterminal ⭐ 26,037

Investment Research for Everyone, Everywhere.

dependent packages 5total releases 34latest release November 30, 2023most recent commit 17 days ago

pypi openbb} Downloads

Dash ⭐ 19,976

Data Apps & Dashboards for Python. No JavaScript Required.

dependent packages 639total releases 174latest release November 28, 2023most recent commit 3 months ago

pypi dash} Downloads

A Python package for aggregating historical data from popular and free financial APIs, and for transforming that data into features for AI/ML.

total releases 4latest release September 23, 2023most recent commit 4 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 4 months ago

pypi pyqlib} Downloads

Trademaster ⭐ 912

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

total releases 9latest release April 02, 2023most recent commit 5 months ago

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

Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

total releases 31latest release July 15, 2022most recent commit 7 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 8 months ago

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

dependent packages 1total releases 6latest release September 01, 2021most recent commit 2 years ago

pypi synthia} Downloads

Pandas Ml Quant ⭐ 149

Master repository for the pandas-ml modules

total releases 45latest release August 23, 2021most recent commit a year ago

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