An Arithmetic Circuit Miner

Built an AI that utilized reinforcement learning to both generate and play the classic minesweeper game

archived content from probabilistic learning course

Stash of some of the most potent research papers, blogs and videos on AI which I liked.

A Simple Probabilistic Program Inference Tool Supporting Loops

This repository is a mirror. If you want to raise an issue or contact us, we encourage you to do it on Gitlab (https://gitlab.com/agrumery/aGrUM).

Solutions for the Projects of the Artificial Intelligence (CS 188) course of UC Berkeley

Code for the paper "ILStrudel : Independence Based Learning of Structured-Decomposable Probabilistic Circuit Ensembles" accepted at the TPM Workshop, UAI'21

Mode remaining active learning for multimodal dynamical systems in TensorFlow/GPflow.

Simultaneous State Estimation and Dynamics Learning from Indirect Observations.

An official repository for a PGM demo of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.

Disentangling Sources of Uncertainty for Active Exploration (Reinforcement Learning)

A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.

ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation

Small Variance Asymptotics in Non Parametric Bayesian Clustering

PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023

An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.

A Benchmarking Suite for Probabilistic Inference Frameworks 📊🔍 Developed at IFIS, University of Lübeck