PGM-Lab

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25 repositories

bcause
Public
Python
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Apache License 2.0
•1•6•1•0•Updated Nov 9, 2024Nov 9, 2024
InferPy
Public
InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
neural-network tensorflow probabilistic-programming user-friendly keras-tensorflow probabilistic-modeling
Jupyter Notebook
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Apache License 2.0
•14•147•64•1•Updated Aug 2, 2024Aug 2, 2024
2024-ProbAI
Public
Jupyter Notebook
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Apache License 2.0
•0•2•0•0•Updated Jun 18, 2024Jun 18, 2024
2024-PGM-DCCC
Public
Python
•0•0•0•0•Updated May 28, 2024May 28, 2024
2024-counterfactual-land
Public
Java
•0•0•0•0•Updated Apr 10, 2024Apr 10, 2024
2023-RateFunction
Public
Official Repository for Understanding Generalization in the Interpolation Regime using the Rate Function
Jupyter Notebook
•0•2•0•0•Updated Mar 12, 2024Mar 12, 2024
2023-PhD-Course-PML
Public
PhD Course - Introduction to Probabilistic Machine Learning (2023)
Jupyter Notebook
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Apache License 2.0
•0•2•0•0•Updated Nov 23, 2023Nov 23, 2023
2023-ProbAI
Public
Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023
probabilistic-programming variational-inference probabilistic-machine-learning probabilistic-ai
Jupyter Notebook
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Apache License 2.0
•5•17•0•0•Updated Jun 13, 2023Jun 13, 2023
PAC2BAYES
Public
This repository contains the Python code to reproduce all the figures and experiments presented in the paper: Masegosa, Andrés. R., Learning under Model Misspecification: Applications to Variational and Ensemble methods.
Jupyter Notebook
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Apache License 2.0
•3•9•0•0•Updated Mar 29, 2023Mar 29, 2023
ProbModelsDNNs
Public
Jupyter Notebook
•4•6•0•12•Updated Feb 2, 2023Feb 2, 2023
2022-ProbAI
Public
Jupyter Notebook
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Apache License 2.0
•4•20•1•0•Updated Jun 15, 2022Jun 15, 2022
2022-AISTATS-diversity
Public
Python
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Apache License 2.0
•1•4•0•0•Updated Feb 21, 2022Feb 21, 2022
probai-2021-pyro
Public
Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)
machine-learning ai probabilistic-programming variational-inference probabilistic-models
Jupyter Notebook
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Apache License 2.0
•14•47•0•0•Updated Nov 9, 2021Nov 9, 2021
OOP_F21_Forked
Public
Object Oriented Programming Course - Fall Semester 2021
Java
•18•0•0•0•Updated Oct 13, 2021Oct 13, 2021
Temporal
Public
Temporal Repo
Java
•0•0•0•0•Updated Sep 20, 2021Sep 20, 2021
uncertainty-baselines
Public
High-quality implementations of standard and SOTA methods on a variety of tasks.
Python
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Apache License 2.0
•202•0•0•0•Updated Dec 14, 2020Dec 14, 2020
uncertainty-metrics
Public
An easy-to-use interface for measuring uncertainty and robustness.
Python
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Apache License 2.0
•21•0•0•0•Updated Sep 21, 2020Sep 21, 2020
ASML-Tbilisi
Public
Repository for the course PPLs with DNNs at Autumn school on Machine Learning, Tbilisi, Georgia, October 3-11, 2019.
Jupyter Notebook
•1•2•0•0•Updated Oct 8, 2019Oct 8, 2019
probabilisticAI_tutorials
Public
Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2019 (https://2019.probabilistic.ai/)
Jupyter Notebook
•17•20•1•0•Updated Jun 5, 2019Jun 5, 2019
pidsia
Public
Jupyter Notebook
•0•0•0•0•Updated May 28, 2019May 28, 2019
public-files
Public
public-files
TeX
•0•0•0•0•Updated May 27, 2019May 27, 2019
pythoncourse-I
Public
Jupyter Notebook
•1•3•0•0•Updated Apr 18, 2019Apr 18, 2019
pgmlabweb
Public
HTML
•1•0•0•0•Updated Jan 25, 2019Jan 25, 2019
2018-ipmu-subconcept
Public
Code for the paper about subconcept drift detection in discrete streaming data
TeX
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Apache License 2.0
•0•0•0•0•Updated Jun 13, 2018Jun 13, 2018
2017-CDdiscrete-AMIDST
Public
AMIDST development for concept drift detection in discrete streaming data
Java
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Apache License 2.0
•35•1•0•0•Updated Sep 11, 2017Sep 11, 2017