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huggingmolecules
pykernels
Python library for working with kernel methods in machine learningpoints2nerf
Points2NeRFgeo-gcn
The official implementation of the SGCN architecture.ViewingDirectionGaussianSplatting
toolkit
A set of useful tools for DL experiments, project templates, etc.gmum.r
GMUM machine learning group R package3d-point-clouds-autocomplete
The official implementation of the "HyperPocket: Generative Point Cloud Completion" paper in PyTorch3d-point-clouds-HyperCloud
The official implementation of the "Hypernetwork approach to generating point clouds" papergraph-representations
Comparing graph representations for molecular features predictionProtoPool
Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022non-gaussian-gaussian-processes
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.Kernel_SA-AbMILP
few-shot-hypernets-public
rl-crash-course
Crash Course in Reinforcement Learning - ML in PL workshopsMultiPlaneNeRF
MultiPlaneNeRFmlls2015
Active Learning experiments for Machine Learning in Life Sciences Workshop ECML 2015HyperNeRFGAN
Generative model for 3D objects.Zero-Time-Waste
ChiENN
ProtoPShare
GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image ClassificationLocoGAN
PyTorch implmentation of LocoGAN: https://arxiv.org/abs/2002.07897dl-mo-2021
Deep Learning with Multiple Objectives: 2021 editionMLinPL2019_cheminfo_workshops
wica
WICA: nonlinear weighted ICAumwpl2021
The repository of the course "Machine Learning in Drug Design" at the Jagiellonian University, Krakรณw, Poland. The page is hosted by the machine learning research group GMUM.ml2023-24
Materials for the 2022/23 edition of Machine Learning classes.cwae
Cramer-Wold AutoEncodermetstab-shap
Analyse metabolic stability predictions using SHapley Additive exPlanations.AppliedDL2019
Applied Deep Learning 2018/2019ecml17
Code supporting "Flexible semi-supervised clustering with pairwise constraints reproduction" submission for ECML PKDD 2017cwae-pytorch
Implementation of CWAE paper in PyTorchnn2019
Sieci neuronowe 2018/19nice_pytorch
Flow model - NICEml2021-22
plugen
feature-based-interpolation
TimeSeriesNotes
lcw-generator
Implementation of "Generative models with kernel distance in data space" paper in PyTorchMANGO
SpatialNetworks
[WIP] Implementation of Biologically-Inspired Spatial Neural Networks (https://arxiv.org/abs/1910.02776)OneFlow
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.seminars
Group Seminar Notebookswzum-23
Selected Machine Learning problems 2023ICICLE
disentanglement-multitask
Disentanglement multi-task repostoryglebokie_uczenie_wprowadzenie
ml2022-23
Materials for the 2022/23 edition of Machine Learning classesml2017
Repository for course Machine Learning at JUnatural-language-processing-classes
Natural language processing classes. Winter 2018/2019.InterContiNet
ProMIL
SONGs
r2-learner
Code supporting "On certain limitations of Recursive Representation Models" paperadversarial_examples_ae_layers
HyperMask
HyperMask: Adaptive Hypernetwork-based Masks for Continual Learningmelm
Maximum Entropy Linear Manifoldclassification-optimal-network-depth
set-aggregation
PMLM
Probabilistic Multithreshold Linear ModelsAppliedDL2020
Applied Deep Learning 2020gmum-workshops
clones_classification
cyp-inhibitors
interpretability-benchmark
Code for "Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations"MultiPlaneGan
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