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hudson-and-thames /mlfinlab

Star4.3k

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

python finance machine-learning research trading investing portfolio-optimization quantitative-finance algorithmic-trading portfolio-management financial-machine-learning

UpdatedOct 2, 2023
Python

grananqvist /Awesome-Quant-Machine-Learning-Trading

Star3.1k

Quant/Algorithm trading resources with an emphasis on Machine Learning

machine-learning awesome deep-learning awesome-list trading-strategies stock-trading machine-learning-trading financial-machine-learning

UpdatedMay 21, 2025

financial-data-science /CFDS

Star207

A series of interactive labs we prepared for the Chartered Financial Data Scientist Certification. The content of the series is based on Python, IPython Notebook, and PyTorch.

financial-data-analysis financial-machine-learning financial-data-science

UpdatedJul 25, 2024
Jupyter Notebook

alkalescent /hyperdrive

Star149

algorithmic trading using machine learning

algotrading robinhood algorithmic-trading financial-machine-learning algotrading-machine-learning algorithmic-trading-python

UpdatedJul 1, 2025
Python

mourarthur /awesome-credit-modeling

Star143

A collection of awesome papers, articles and various resources on credit and credit risk modeling

awesome awesome-list credit-scoring sample-selection financial-machine-learning reject-inference credit-modeling

UpdatedFeb 1, 2024

🪁 A fast Adaptive Machine Learning library for Time-Series, that lets you build, deploy and update composite models easily. An order of magnitude speed-up, combined with flexibility and rigour. This is an internal project - documentation is not updated anymore and substantially differ from the current API.

python machine-learning deep-learning time-series forecasting adaptive backtesting time-series-classification time-series-forecasting nowcasting online-machine-learning financial-machine-learning online-ml time-series-cross-validation

UpdatedFeb 29, 2024
Python

BryceMeng /mlfinlab

Star33

Package based on the work of Dr Marcos Lopez de Prado regarding his research with respect to Advances in Financial Machine Learning

python finance machine-learning research trading investing portfolio-optimization quantitative-finance algorithmic-trading portfolio-management financial-machine-learning adv-in-financial-machine-leaning mlfinlab

UpdatedApr 6, 2020
Python

MizarAI /mizar-labs

Star32

Python library for building financial machine learning models.

python time-series algorithmic-trading quantitative-trading financial-machine-learning mizar mizar-labs

UpdatedJun 1, 2021
Python

ata-turhan /Optimized-CNN-TA

Star31

It is a Jupyter notebook that compares different trading strategies using technical analysis, machine learning, and deep learning methods.

deep-neural-networks technical-analysis algorithmic-trading financial-engineering financial-machine-learning

UpdatedMay 25, 2023
Jupyter Notebook

financial-data-science /CFDS-Notebooks

Star22

A series of interactive labs we prepared for the Chartered Financial Data Scientist Certification. The content of the series is based on Python, IPython Notebook, and PyTorch.

financial-data-analysis financial-machine-learning financial-data-science