[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching

Code repository for the paper: Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild (ICCV 2021)

Official Pytorch implementation of "Probabilistic Cross-Modal Embedding" (CVPR 2021)

Materials of the Nordic Probabilistic AI School 2019.

a python framework to build, learn and reason about probabilistic circuits and tensor networks

Explainable Machine Learning in Survival Analysis

SurvSHAP(t): Time-dependent explanations of machine learning survival models

Materials of the Nordic Probabilistic AI School 2021.

Fully and Partially Bayesian Neural Nets

Active Bayesian Causal Inference (Neurips'22)

Official Pytorch implementation of "Improved Probabilistic Image-Text Representations" (ICLR 2024)

🍓 Build and train energy-based and diffusion models in PyTorch ⚡.

Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.

Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)

Multi-fidelity probability machine learning

Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023

Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included.

The official repository for AAAI 2024 Oral paper "Structured Probabilistic Coding".

Clean Random Events for Probabilistic Reasoning in Python

🥚 EnerGy Guided Diffusion for optimizing neurally exciting images