Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!

An extension of NumPyro for first-class support of dynamical systems.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging Face libraries.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

Python API to NIS data

Application for assessing the many different models available for understanding COVID19 transmission and spread

Models and infrastructure for forecasting respiratory disease hospitalizations using wastewater data with PyRenew.

A Python package for common pre- and post-processing operations done by CFA Predict for short term forecasting, nowcasting, and scenario modeling.