为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Free ChatGPT API Key，免费ChatGPT API，支持GPT4 API（免费），ChatGPT国内可用免费转发API，直连无需代理。可以搭配ChatBox等软件/插件使用，极大降低接口使用成本。国内即可无限制畅快聊天。

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

pix2tex: Using a ViT to convert images of equations into LaTeX code.

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

The state-of-the-art image restoration model without nonlinear activation functions.

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

VMamba: Visual State Space Models，code is based on mamba

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

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

Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"

ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting (NeurIPS 2023 Spotlight)

[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

a thin wrapper of chatgpt for improving paper writing.

Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)

Code for Dual Contrastive Learning for Unsupervised Image-to-Image Translation, NTIRE, CVPRW 2021, oral.

PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)

[IJCAI 2023 ORAL] "Pyramid Diffusion Models For Low-light Image Enhancement" (Official Implementation)