Patryk Rygiel's repositories
lddmm
Large deformation diffeomorphic metric mapping (LDDMM) in PyTorch with KeOps library
challenge-icml-2024
Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2024.
HausdorffLoss
Implementation of Hausdorff loss function for DNN learning in segmentation tasks.
PyG-ParallelDataset
Multi-processing parallel PyTorch Geometric InMemoryDataset.
torch-cluster-topology
This package extends pytorch-cluster library with custom graph topology-based clustering algorithms for the use in PyTorch.
DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
APOW-pwr
Solutions to assignments from the course "Analiza i przetwarzanie obrazów i wideo" (eng. Image and video analysis and processing) at Wrocław University of Science and Technology.
informatyka-afektywna-L1
Analysis of streamers' emotions from Twitch with geometric deep learning approach. Project for the courses "Affective computing" and "Representation learning" at Wrocław University of Science and Technology.
eigenvector-grouping
This repository contains official code implementation for the paper: "Eigenvector Grouping for Point Cloud Vessel Labeling" from the Geometric Deep Learning in Medical Imaging (GeoMedIA) 2022 Workshop.
ML-PWR-2022
Solutions to assignments from the course "Uczenie maszynowe" (eng. Machine Learning) at Wrocław University of Science and Technology.
compiler
Compiler of custom assembly language into machine code for given virtual machine.
GaussElimination
Project for course "Scientific computations" written in Julia language.
NetworkSimulator
Simulation of packages in network for different graph topolgies and intensity matrices.
WebGL-3D-plotter
Basic 3D function plotter in WebGL.
ConccurentProgramming
Conccurent programs in GoLang and Ada for simulating networks and routing algorithm.
neuralnet-pytorch
A high level framework for general purpose neural networks in Pytorch.
E-Fridge
App is written in flutter.