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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 Rust SQL Toolkit. An async, pure Rust SQL crate featuring compile-time checked queries without a DSL. Supports PostgreSQL, MySQL, and SQLite.

The Database Toolkit for Python

Distributed SQL database in Rust, written as an educational project

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

Distributed stream processing engine in Rust

Extensible SQL Lexer and Parser for Rust

Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

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!