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GMUM's Projects

lcw-generator icon lcw-generator

Implementation of "Generative models with kernel distance in data space" paper in PyTorch

locogan icon locogan

PyTorch implmentation of LocoGAN: https://arxiv.org/abs/2002.07897

loconda icon loconda

The official implementation of the "Modeling 3D Surface Manifolds with a Locally Conditioned Atlas" paper

melm icon melm

Maximum Entropy Linear Manifold

metstab-shap icon metstab-shap

Analyse metabolic stability predictions using SHapley Additive exPlanations.

ml2017 icon ml2017

Repository for course Machine Learning at JU

ml2022-23 icon ml2022-23

Materials for the 2022/23 edition of Machine Learning classes

mldd23 icon mldd23

The repository for the course "Machine Learning in Drug Design" taught at the Jagiellonian University in 2023. The page is hosted by the machine learning research group GMUM.

mlls2015 icon mlls2015

Active Learning experiments for Machine Learning in Life Sciences Workshop ECML 2015

mow icon mow

One-element Batch Training by Moving Window

mow-pytorch icon mow-pytorch

Batch size reconstruction-distribution trade-off in kernel-based generative autoencoders

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