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Python HTTP for Humans.

FastAPI framework, high performance, easy to learn, fast to code, ready for production

A simple framework for building complex web applications.

Data validation using Python type hints

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

Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal

Composable command line interface toolkit

The uncompromising code formatter.

A Python utility / library to sort Python imports.

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

python code static checker

Optional static typing for Python

Security oriented static analyser for python code.

A collaborative benchmark intended to probe large language models and extrapolate their future capabilities.

Framework for large language model evaluations

Algorithms for monitoring and explaining machine learning models

A unified approach to explain the output of any machine learning model.

Local Interpretable Model-Agnostic Explanations for machine learning classifiers

Model interpretability for PyTorch

A package for ontology-oriented programming in Python: load OWL 2.0 ontologies as Python objects, modify them, save them, and perform reasoning via HermiT. Includes an optimized RDF quadstore.