Python Data Science Handbook: full text in Jupyter Notebooks

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Automatic extraction of relevant features from time series:

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

The Numenta Anomaly Benchmark

Pytorch easy-to-follow Capsule Network tutorial

ASAP: Prioritizing Attention via Time Series Smoothing

A reference implementation of the Unified Momentum Model for rotors, as presented in "Unified Momentum Model for Rotor Aerodynamics Across Operating Regimes"

exploring aimes house prices comp