PGM-Lab's repositories
probai-2021-pyro
Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)
probabilisticAI_tutorials
Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2019 (https://2019.probabilistic.ai/)
2023-ProbAI
Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023
2025-ProbAI
Repo for the Tutorials of Day2 of the ProbAI School 2025
2025-MSE-AI
Introduction to Probabilistic Machine Learning at Summer School on Methods for Statistical Evaluation of AI
2023-PhD-Course-PML
PhD Course - Introduction to Probabilistic Machine Learning (2023)
2023-RateFunction
Official Repository for Understanding Generalization in the Interpolation Regime using the Rate Function
ASML-Tbilisi
Repository for the course PPLs with DNNs at Autumn school on Machine Learning, Tbilisi, Georgia, October 3-11, 2019.
2017-CDdiscrete-AMIDST
AMIDST development for concept drift detection in discrete streaming data
2018-ipmu-subconcept
Code for the paper about subconcept drift detection in discrete streaming data
OOP_F21_Forked
Object Oriented Programming Course - Fall Semester 2021
public-files
public-files
uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
uncertainty-metrics
An easy-to-use interface for measuring uncertainty and robustness.