#data-science

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

matplotlib: plotting with Python

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

🕸️ Web apps in pure Python 🐍

scikit-learn: machine learning in Python

Streamlit — A faster way to build and share data apps.

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

cuDF - GPU DataFrame Library

Apache Superset is a Data Visualization and Data Exploration Platform

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

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

Lightning ⚡️ fast forecasting with statistical and econometric models.

⚡ TabPFN: Foundation Model for Tabular Data ⚡

Fast and Accurate ML in 3 Lines of Code

An orchestration platform for the development, production, and observation of data assets.

The Open Source Feature Store for AI/ML

Always know what to expect from your data.

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

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

Deep Learning for humans

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Annotated data.

Single-cell analysis in Python. Scales to >100M cells.

A unified framework for machine learning with time series

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

Refine high-quality datasets and visual AI models

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..