21 Lessons, Get Started Building with Generative AI

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 ;)

A game theoretic approach to explain the output of any machine learning model.

Companion webpage to the book "Mathematics For Machine Learning"

links to conference publications in graph-based deep learning

Democratizing Reinforcement Learning for LLMs

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.

transfer-matrix method for optics of thin and thick multilayer films

Enables the use of Stata together with Python via Jupyter (IPython) notebooks.