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World of Warcraft addon that provides a powerful framework to display customizable graphics on your screen.

Lua 1,188 299 Updated Jul 28, 2024

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Jupyter Notebook 4,834 578 Updated Jun 27, 2024

[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting

Python 488 132 Updated Jan 25, 2024

[NeurIPS 2020] Causal Discovery in Physical Systems from Videos

Python 78 20 Updated Oct 31, 2022

Design multi-agent environments and simple reward functions such that social driving behavior emerges

Python 135 23 Updated Jan 13, 2021

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

C++ 458 96 Updated Aug 3, 2023

Open-source simulator for autonomous driving research.

C++ 10,918 3,511 Updated Jul 26, 2024

Repository for the Tetrad Project, www.phil.cmu.edu/tetrad.

Java 393 111 Updated Jul 27, 2024
Python 9 Updated Sep 10, 2019

A Curated List of Computational Biology Datasets Suitable for Machine Learning

146 22 Updated Apr 19, 2024

Code for automated dependence plots developed in our UAI 2020 paper.

Jupyter Notebook 6 2 Updated Oct 5, 2020

The Differentiable Cross-Entropy Method

Jupyter Notebook 122 12 Updated Aug 14, 2020

Python implementation of "Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs," in ICML 2020

Python 8 Updated Jun 2, 2022

Statistical Learning Theory (CS229T) Lecture Notes

TeX 718 137 Updated Nov 10, 2019

Causal Discovery from Nonstationary/Heterogeneous Data.

MATLAB 48 5 Updated Jul 27, 2020
Jupyter Notebook 201 51 Updated Mar 23, 2023

Python package for causal discovery based on LiNGAM.

Python 361 54 Updated Jul 7, 2024
Java 161 43 Updated Apr 10, 2023

A generalized score-based method for Causal Discovery

MATLAB 15 4 Updated Nov 3, 2020

Sprites video data used in the ICML 2018 paper

Python 45 9 Updated Jun 14, 2023

disentanglement_lib is an open-source library for research on learning disentangled representations.

Python 1,365 204 Updated May 16, 2021

MNIST converted to PNG format

Python 244 87 Updated May 28, 2017

Gemini is a modern LaTex beamerposter theme 🖼

TeX 966 217 Updated Oct 14, 2023

Google Research

Jupyter Notebook 33,513 7,792 Updated Jul 26, 2024

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

Python 1,502 295 Updated Jun 7, 2020

Implementation of "DAGs with NO TEARS: Smooth Optimization for Structure Learning", by Zheng et al. (2018)

Jupyter Notebook 46 11 Updated Apr 2, 2019

Open Korean Text Processor - An Open-source Korean Text Processor

Scala 607 97 Updated Mar 12, 2024