GMUM

Group of Machine Learning Research, Jagiellonian University

Kraków, Poland

Pinned Repositories

3d-point-clouds-autocomplete
The official implementation of the "HyperPocket: Generative Point Cloud Completion" paper in PyTorch
Language:Python25 6 42
3d-point-clouds-HyperCloud
The official implementation of the "Hypernetwork approach to generating point clouds" paper
Language:Python26 8 04
geo-gcn
The official implementation of the SGCN architecture.
Language:Python59 7 718
gmum.r
GMUM machine learning group R package
Language:C++32 10 44810
huggingmolecules
Language:Python118 9 2719
points2nerf
Points2NeRF
Language:Python68 7 710
ProtoPool
Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022
Language:Python21 4 76
pykernels
Python library for working with kernel methods in machine learning
Language:Python113 11 638
toolkit
A set of useful tools for DL experiments, project templates, etc.
Language:Python35 77 239
ViewingDirectionGaussianSplatting
Language:Python40 9 13

GMUM's Repositories

gmum/huggingmolecules
Language:Python118 9 2719
gmum/ViewingDirectionGaussianSplatting
Language:Python40 9 13
gmum/3d-point-clouds-HyperCloud
The official implementation of the "Hypernetwork approach to generating point clouds" paper
Language:Python26 8 04
gmum/graph-representations
Comparing graph representations for molecular features prediction
Language:Python20 6 04
gmum/MultiPlaneNeRF
MultiPlaneNeRF
Language:Python16 6 13
gmum/few-shot-hypernets-public
Language:Jupyter Notebook15 4 012
gmum/HyperNeRFGAN
Language:Python14 9 43
gmum/Zero-Time-Waste
Language:Python13 6 04
gmum/wica
WICA: nonlinear weighted ICA
Language:Jupyter Notebook11 8 05
gmum/ChiENN
Language:Python10 5 02
gmum/metstab-shap
Analyse metabolic stability predictions using SHapley Additive exPlanations.
Language:Python8 7 012
gmum/ml2023-24
Materials for the 2022/23 edition of Machine Learning classes.
Language:HTML8 6 03
gmum/CASSLE
Official implementation of "Augmentation-aware Self-supervised Learning with Conditioned Projector"
Language:Python7 1 0
gmum/ICICLE
Language:Python5 5 21
gmum/lcw-generator
Implementation of "Generative models with kernel distance in data space" paper in PyTorch
Language:Python4 5 01
gmum/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.
Language:HTML31
gmum/HyperMask
HyperMask: Adaptive Hypernetwork-based Masks for Continual Learning
Language:Python2 7 0
gmum/HyperPlanes
2 6 1
gmum/plugen4faces
Language:Python2 5 01
gmum/MultiPlaneGan
Language:Python1 6 01
gmum/continual-prototypes
Experiments with Continual Learning using Prototypical Part-based Networks
Language:Python0 1 00
gmum/interpretability-benchmark
Code for "Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations"
Language:Python0 6 00
gmum/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.
Language:Jupyter Notebook4 01
gmum/EDO
Explanation-driven optimisation
6 0
gmum/HyperInterval
HyperInterval: Hypernetwork approach to training weight interval regions in continual learning
Language:Python
gmum/intuitive-prototypes
Language:Python0 0
gmum/local-prototypes
Experiment with Prototype models with local prototypes
Language:Jupyter Notebook6 01
gmum/MeVGAN
Implementation of Memory Efficient Video GAN.
Language:Python0 0
gmum/MonAcoSFL
Official Repository for "A deep cut into Split Federated Self-supervised Learning" - MonAcoSFL - accepted by ECML 2024
Language:Python
gmum/wzum-24
Selected Machine Learning problems 2024
Language:Jupyter Notebook1