#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

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

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

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

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 🐍

Refine high-quality datasets and visual AI models

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.

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/

The Open Source Feature Store for AI/ML

Always know what to expect from your data.

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.

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

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.

Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends

Annotated data.

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

A unified framework for machine learning with time series