Muhamed Tuo's starred repositories
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
nn-zero-to-hero
Neural Networks: Zero to Hero
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
flash-attention
Fast and memory-efficient exact attention
Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
awesome-imbalanced-learning
😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
ml_collections
ML Collections is a library of Python Collections designed for ML use cases.
CommonLoopUtils
CLU lets you write beautiful training loops in JAX.
pytorch-multi-class-focal-loss
An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.
ai4code-baseline
Early solution for Google AI4Code competition
Microsoft-Rice-Disease-Classification-Challenge
Identifing disease types in images of rice grown in Egypt.
exhaustive-weighted-random-sampler
The missing distributed weighted random sampler for PyTorch
U.S.-Patent-Phrase-to-Phrase-Matching-Kaggle
31st place silver medal solution to USPPPM Kaggle competition
kaggle-feedback-prize-2021
Solution of Kaggle competition: Feedback Prize - Evaluating Student Writing
setup-for-a-zindi-challenge
Here is a simple notebook to start a zindi challenge.
competitions
Holds the source code we, @iam-kevin and @n3lly43 wanted to make available, that we used for the competition
Layer.ai-Air-Quality-Prediction-Challenge
This repository contains the 4th place solution for the Layer.ai Air Quality Prediction Challenge organized by Zindi.