GMUM

huggingmolecules

ViewingDirectionGaussianSplatting

3d-point-clouds-HyperCloud

The official implementation of the "Hypernetwork approach to generating point clouds" paper

graph-representations

Comparing graph representations for molecular features prediction

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.

MultiPlaneNeRF

MultiPlaneNeRF

few-shot-hypernets-public

HyperNeRFGAN

Zero-Time-Waste

wica

WICA: nonlinear weighted ICA

metstab-shap

Analyse metabolic stability predictions using SHapley Additive exPlanations.

ChiENN

ml2023-24

Materials for the 2022/23 edition of Machine Learning classes.

CASSLE

Official implementation of "Augmentation-aware Self-supervised Learning with Conditioned Projector"

ICICLE

lcw-generator

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

HyperMask

HyperMask: Adaptive Hypernetwork-based Masks for Continual Learning

HyperPlanes

plugen4faces

ProMIL

mldd24

The repository for the course "Machine Learning in Drug Design" taught at the Jagiellonian University in 2024. The page is hosted by the machine learning research group GMUM.

MultiPlaneGan

continual-prototypes

Experiments with Continual Learning using Prototypical Part-based Networks

Automating_Science

The repository for the course "Automating Science" taught at the Jagiellonian University in 2024. The page is hosted by the machine learning research group GMUM.

EDO

Explanation-driven optimisation

interpretability-benchmark

Code for "Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations"

intuitive-prototypes

local-prototypes

Experiment with Prototype models with local prototypes

MeVGAN

Implementation of Memory Efficient Video GAN.

wzum-24

Selected Machine Learning problems 2024