mbsariyildiz

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

gpu-burn

Multi-GPU CUDA stress test

MVDream

code page placeholder

awesome-tips

LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

trex

PyTorch implementation of the paper "No reason for no supervision: Improving the generalization of supervised models"

modern-unix

A collection of modern/faster/saner alternatives to common unix commands.

cog

ImageNet-CoG is a benchmark for concept generalization. It provides a full evaluation framework for pre-trained visual representations which measure how well they generalize to unseen concepts.

pytorch-cifar

95.47% on CIFAR10 with PyTorch

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

wmigftl

models and tools for -What makes ImageNet good for Transfer Learning?

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

Unsupervised_Embedding_Learning

Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature

joplin

Joplin - the secure note taking and to-do app with synchronisation capabilities for Windows, macOS, Linux, Android and iOS.

notes

Course notes

dsve-loc

Deep semantic-visual embedding with localization

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

awesome-AI-books

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

receptive_field

Compute receptive fields of your favorite convnets

openMVG

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

cyanure

Cyanure: An Open-Source Toolbox for Empirical Risk Minimization

18335

18.335 - Introduction to Numerical Methods course

1806

18.06 course at MIT

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

Algorithm-Program

A collection of editorials and tutorials about Algorithms and Data Structures

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

neovim

Vim-fork focused on extensibility and usability

kiss

Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"

optuna

A hyperparameter optimization framework