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attack_train

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

bottleneck-transformer-pytorch

Implementation of Bottleneck Transformer in Pytorch

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

chhrobotics

自动驾驶规划控制python代码实现

classic-and-state-of-the-art-image-fusion-methods

CBF,CVT,DTCWT,GTF,LP,MSVD,RP,Wavelet,CNN,Deepfuse,DenseFuse,FusionGAN,IFCNN,MDlatLRR,DDcGAN,ResNetFusion,NestFuse,NVCE,FusionDN,HybridMSD,PMGI,IFEVIP,StructAware,U2Fusion,MEF-GAN，JSR,ConvSR,DCHWT,MEFGAN,MWFG,PMGI,PANGAN,ect

cpprobotics

cpp implementation of robotics algorithms including localization, mapping, SLAM, path planning and control

cvpr2023-paper-code-interpretation

cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

ege-unet

This is the official code repository for "EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation".

egvsr

Efficient & Generic Video Super-Resolution

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

knowledge-distillation-zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

llms-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

llms-from-scratch-cn

仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理

llmsninestorydemontower

【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGPT-4、VisualGLM-6B、Ziya-Visual等）等 实战与经验。

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

palette-image-to-image-diffusion-models

Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch

patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

piqa

PyTorch Image Quality Assessement package

pytorch-cyclegan

A clean and readable Pytorch implementation of CycleGAN

pytorch-distributed-training

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

rewrite-the-stars

[CVPR 2024] Rewrite the Stars

rfaconv

RAFConv: Innovating Spatital Attention and Standard Convolutional Operation

simcse-chinese-pytorch

SimCSE在中文上的复现，有监督+无监督

ssl4mis

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

surround-view-system-introduction

A full Python implementation for real car surround view system

tiny-llm-zh

从零实现一个小参数量中文大语言模型。