A fast and efficient type assistant for Python, including tensor shape inference

Scikit-learn compatible library for molecular fingerprints

Unified API for working with multiple dataclass-like libraries

mkdocs plugin for reactive and interactive docs with marimo

Griffe extension to inject field metadata into mkdocstrings (supports dataclasses, pydantic, attrs, and more)

Bayesian Optimization and Design of Experiments

Foundry DevTools

Python Classes Without Boilerplate

Composable custom class converters for attrs, dataclasses and friends.

Lightweight tools for experimental design and multi-objective optimization.

Transform-Invariant Non-Negative Matrix Factorization