Popular GitHub Repositories for 100daysofpe

100 Days of ML Coding

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. ?25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. ? Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Play deep learning with CIFAR datasets

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

Towards a general-purpose foundation model for computational pathology - Nature Medicine

An all-in-one AI audio playground using Cloudflare AI Workers to transcribe, analyze, summarize, and translate any audio file.

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1:

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

SharpToken is a C# library for tokenizing natural language text. It's based on the tiktoken Python library and designed to be fast and accurate.

Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022

Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search

【CVPR2024】Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification

Implementation of Convolutional enhanced image Transformer

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Image2Image Translation Research