AllenDowney / ThinkStats

Notebooks for the third edition of Think Stats

hemansnation / AI-Engineer-Headquarters

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

tensorflow / probability

Probabilistic reasoning and statistical analysis in TensorFlow

AllenDowney / ThinkBayes2

Text and code for the second edition of Think Bayes, by Allen Downey.

csinva / imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

google / edward2

A simple probabilistic programming language.

cfgranda / ps4ds

Probability and Statistics for Data Science: A self-contained introduction to probability and statistics for data science, including a free pdf, 103 Python notebooks using 23 real-world datasets, 118 videos with slides, and solutions to 200 exercises

AllenDowney / ThinkStats2

Text and supporting code for Think Stats, 2nd Edition