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🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

scikit-learn: machine learning in Python

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much…

matplotlib: plotting with Python

SQL databases in Python, designed for simplicity, compatibility, and robustness.

The Database Toolkit for Python

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales every…

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

🕸️ Web apps in pure Python 🐍

Statsmodels: statistical modeling and econometrics in Python

Python SQL Parser and Transpiler