Tools and libraries
Rich is a Python library for rich text and beautiful formatting in the terminal.
🎨 Diagram as Code for prototyping cloud system architectures
The fastai book, published as Jupyter Notebooks
Open source platform for the machine learning lifecycle
Data validation using Python type hints
Typer, build great CLIs. Easy to code. Based on Python type hints.
SQL databases in Python, designed for simplicity, compatibility, and robustness.
A Python library that generates static type annotations by collecting runtime types
Visual analysis and diagnostic tools to facilitate machine learning model selection.
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
Python extension for Visual Studio Code
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Hummingbird compiles trained ML models into tensor computation for faster inference.
HiPlot makes understanding high dimensional data easy
🚴 Call stack profiler for Python. Shows you why your code is slow!
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python.