Unsupervised Learning for Image Registration

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

Density Adaptive Point Set Registration

ICLR 2023 - FedFA: Federated Feature Augmentation

🥄✨Time-series Benchmark methods that are Simple and Probabilistic

Long-term Human Trajectory Prediction using 3D DSGs

Probabilistic Dialogue Act Classification for the Switchboard Corpus using an LSTM model

A fairly robust LeetSpeak to English converter using probability of word usage

Oil & Gas Decline Curve Analysis Package

JudgeD: Probabilistic Datalog with Dependencies

PROVIDE: A Probabilistic Framework for Unsupervised Video Decomposition (UAI 2021)

A pure, simple and fast pythonic bloom filter

Source code for the paper "Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records"

Official PyTorch implementation for "PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks"

Projects for the Probabilistic Artificial Intelligence course at ETH Zürich

Code for 2011.01761

Implementation of a probabilistic version of the CYK algorithm