skholkin Goto Github PK

3-topora

cuda_em_gmm

CUDA accelerated Expectation-Minimization algorithm for Gaussian Mixture Model

diffusion-policies-for-offline-rl

Replace Diffusion model with Flow Matching model https://openreview.net/forum?id=PqvMRDCJT9t

ega

Evolutionary-Genetics-Algorithms repository solving TSP(Travelling Salesman Problem)

fn_approximation

Approximating (and interpolating) functions

fnoptimization

Functions optimization methods

fse_project_group_7

This is a repo for Foundations of Software Engineering project.

graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

lightsb-matching

Light and Optimal Schrödinger Bridge Matching official PyTorch implementation

mcts_graph_coloring

Repo for applying Monte Carlo Tree Search technics for Graph Coloring Problem

mmdetection

OpenVINO Training Extensions Object Detection

ncsnv2

The official PyTorch implementation for NCSNv2 (NeurIPS 2020)

neuralnets_graphcoloringsolving

nncf_pytorch

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

ode_sde_models_paired_learning

Implementation of Flow Matching and its Stochastic SDE generalizations for paired learning problems

optimaltransport_lib_pub

A bit of a library for building Continuous Optimal Transport Models

poincare_ae_recsys

prune_distill_augment

Pruning + Knowledge Distillation + Augmentations

pso_gmm

Repository for project about applying Particle Swarm Optimization to optimizing Gaussian Mixture Model parameters.

riemanian_pso_gmm

sleep_prediction

Prediction of falling asleep through RR peaks

ss_ddpm

Repository for Skoltech Deep Learning Final Project. Reproduction of Star-Shaped Denoising Diffusion Probabilistic Models pre-print https://arxiv.org/pdf/2302.05259.pdf

toxic_bert

Coming soon...