Bayesian Networks in Python

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

Deep reinforcement learning approaches for CHP system economic dispatch

TensorFlow Tutorial and Examples for Beginners with Latest APIs

A collection of machine learning examples and tutorials.

Multi-Agent Systems Course 2017 - MSc Artificial Intelligence @ UvA

Material for the Big Data Analytics exercise classes - INFOH515 - Big Data : Distributed Data Management and Scalable Analytics - Université Libre de Bruxelles

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 ;)

This repository is no longer maintained.

TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Models and examples built with TensorFlow

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Homegrown analysis of Prospect Theory: Math, turkers and python =)

Text and supporting code for Think Stats, 2nd Edition

Notebooks and code for the book "Introduction to Machine Learning with Python"

A curated list of awesome Machine Learning frameworks, libraries and software.

Keras implementation of Deeplab v3+ with pretrained weights

A curated list of awesome Machine Learning frameworks, libraries and software.