n1o

kapitan

Generic templated configuration management for Kubernetes, Terraform and other things

pyright

Static Type Checker for Python

pymc4

Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Toshi

A full-text search engine in rust

rust-raspberrypi-OS-tutorials

:books: Learn to write an embedded OS in Rust :crab:

pymc

Bayesian Modeling and Probabilistic Programming in Python

kubeflow

Machine Learning Toolkit for Kubernetes

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

tangent

Source-to-Source Debuggable Derivatives in Pure Python

gan_numpy

Vegas

The missing MatPlotLib for Scala + Spark

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

ml-videos

A collection of video resources for machine learning

Learn-Pandas

Tutorials on how to use pandas effectively to do data analysis

Statistical-Rethinking-with-Python-and-PyMC3

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

pymc-resources

PyMC educational resources

DBDA-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

pyo3

Rust bindings for the Python interpreter

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.