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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, KrakΓ³w, 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
LoCondA
The official implementation of the "Modeling 3D Surface Manifolds with a Locally Conditioned Atlas" paperfeature-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
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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