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The Top 23 Machine Learning Trading Strategies Open Source Projects

Open source projects categorized as Machine Learning Trading Strategies
Categories > Machine Learning > Machine Learning
Categories > Economics > Trading Strategies
Machine Learning For Trading ⭐ 9,469
Code for Machine Learning for Algorithmic Trading, 2nd edition.
most recent commit 10 months 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 agopypi vectorbt} Downloads
Zvt ⭐ 2,729
modular quant framework.
total releases 68most recent commit 5 months ago
Dataframe ⭐ 2,129
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
most recent commit 3 months ago
Awesome Quant Machine Learning Trading ⭐ 1,896
Quant/Algorithm trading resources with an emphasis on Machine Learning
most recent commit 8 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
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
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 agopypi 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
Alphapy ⭐ 1,003
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit 4 months ago
Monigomani ⭐ 979
Isn't that what we all want? Our money to go many? Well that's what this framework/strategy hopes to do for you! By giving you & HyperOpt a lot of signals to alter the weights from.
most recent commit a year ago
Skfolio ⭐ 699
Python library for portfolio optimization built on top of scikit-learn
most recent commit 3 months ago
Introneuralnetworks ⭐ 691
Introducing neural networks to predict stock prices
most recent commit 5 years ago
Tradingview Machine Learning Gui ⭐ 608
Embark on a trading journey with this project's cutting-edge stop loss/take profit generator, fine-tuning your TradingView strategy to perfection. Harness the power of sklearn's machine learning algorithms to unlock unparalleled strategy optimization and unleash your trading potential.
most recent commit 5 months ago
Liualgotrader ⭐ 561
Framework for algorithmic trading
total releases 115most recent commit 8 months ago
Trading Momentum Transformer ⭐ 341
This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.org/pdf/2112.08534.pdf).
most recent commit 4 months 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
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
The 3 Most Depended On Machine Learning Trading Strategies 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 agopypi vectorbt} 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
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 agopypi fastquant} Downloads
The 8 Latest Releases In Machine Learning Trading Strategies Open Source Projects
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
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 agopypi vectorbt} Downloads
Zvt ⭐ 2,729
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
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 agopypi fastquant} Downloads
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