Alexey Belkov (alexeybelkov)

alexeybelkov

Geek Repo

Company:IRA-Labs

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neuro-ml

Alexey Belkov's starred repositories

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vox2vec

This repository is the official implementation of vox2vec: A Framework for Self-supervised Contrastive Learning of Voxel-level Representations in Medical Images

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ConvolutionBuildingBlocks

GEMM and Winograd based convolutions using CUTLASS

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nla2023

Skoltech 2023 NLA course

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cudacpp

C++ convenience classes to be used with CUDA code, for both the host and the kerlel parts.

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EffDNets

Efficient Deep Learning models papers & resources

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memray

Memray is a memory profiler for Python

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llm.c

LLM training in simple, raw C/CUDA

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conan_cmake_cpp_project_tools

Tool for managing C++ project with standard tools.

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Boost-Cookbook

Online examples from "Boost C++ Application Development Cookbook":

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awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

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x86-simd-sort

C++ template library for high performance SIMD based sorting algorithms

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awesome-parallel-computing

A curated list of awesome parallel computing resources

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parallel-hashmap

A family of header-only, very fast and memory-friendly hashmap and btree containers.

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boost

Super-project for modularized Boost

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Fast-Quick-hull

Fast C++ multi-threaded algorithm for computing convex hulls

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Fuser

A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")

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cutlass

CUDA Templates for Linear Algebra Subroutines

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42_CheatSheet

A comprehensive guide to 50 years of evolution of strict C programming, a tribute to Dennis Ritchie's language

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minasan

Telegram Bot to tag all the chat members

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multipy

torch::deploy (multipy for non-torch uses) is a system that lets you get around the GIL problem by running multiple Python interpreters in a single C++ process.

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DNN-bench

A library that lets you easily increase efficiency of your deep learning models with no loss of accuracy.

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cuda_programming

Code from the "CUDA Crash Course" YouTube series by CoffeeBeforeArch

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cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

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GPU-Puzzles

Solve puzzles. Learn CUDA.

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flash-fft-conv

FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores

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