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Usatyuk Vasiliy's Projects

edsrgan-3d icon edsrgan-3d

Train and Inference Super Resolution for 2D/3D Photo and 2D/3D Rock Physics images by Deep Neural Networks. SRCNN Resnet, SRGANs: ESRGAN, SRGAN, WDSRGAN

emd-spectrum-ldpc icon emd-spectrum-ldpc

Enumerate LDPC Codes extrinsic message degree (EMD) Spectrum for analyzing cycles properties sublinear and part of linear trapping sets

exact-pga icon exact-pga

This repository contains MATLAB code for performing exact principal geodesic analysis for data on manifolds of constant curvature (positive and negative cases included)

exit-chart icon exit-chart

This application estimate iterative decoding threshold using degree description, Stephan ten Brink. More general decription of LDPC codes ensemble

fastpcc icon fastpcc

Compute interstation correlations of seismic ambient noise, including fast implementations of the standard, 1-bit and phase cross-correlations.

floor-scale-modular-lifting icon floor-scale-modular-lifting

Floor-Scale Modular lifting of MET-LDPC with ACE and Upper Bound on Code distance Constrains (Mackay-Vontobel-Smarandache-Siegel-Butler bound)

g6k icon g6k

The General Sieve Kernel

gamp-regression icon gamp-regression

Generalized Approximate Message Passsing (GAMP) with known variance and prior hyperparameters for regression

graph_comb_opt icon graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

graphlab icon graphlab

Graphlab from CMU: A New Parallel Framework for Machine Learning

hgcn icon hgcn

Hyperbolic Graph Convolutional Networks in PyTorch.

hgnn icon hgnn

Hyperbolic Graph Neural Networks

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