Positron, a next-generation data science IDE

A large (+2500) collection of color maps for Python

Deep Learning for humans

skops is a Python library helping you share your scikit-learn based models and put them in production

Kolmogorov Arnold Networks

✨ Build AI interfaces that spark joy

clean & curate your data with LLMs.

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

just a bunch of useful embeddings

Typer, build great CLIs. Easy to code. Based on Python type hints.

Circular visualization in Python (Circos Plot, Chord Diagram, Radar Chart)

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Output the licenses used by dependencies and check if these are compatible with the project license

Use Jupyter Notebook in mkdocs

Lighter web automation for Python

Extra blocks for scikit-learn pipelines.

Lifetime value in Python

Project documentation with Markdown.

Source dependency visualisation for Python

machine learning with logical rules in Python

👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

Python package for causal discovery based on LiNGAM.

Some out-of-the-box hooks for pre-commit

An extremely fast Python linter and code formatter, written in Rust.

Polars extension for general data science use cases

A powerful set of Python debugging tools, based on PySnooper

Polars plugin offering eXtra stuff for DateTimes

Python port of Google's libphonenumber

Computing with Python functions.

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.