Examples and tutorials to help developers build AI systems

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

Diffusion model papers, survey, and taxonomy

A curated list of image inpainting and video inpainting papers and resources

Roadmap to becoming an Artificial Intelligence Expert in 2022

Annotated Flow Matching paper

T2I-Adapter

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…

📕 Clarity in the current fast-paced mess of Open Source innovation

Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions

Web Application where people new to Deep Learning can input a dataset and toy around with basic Pytorch modules without writing any code

(NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

Collect super-resolution related papers, data, repositories

Awesome List of Mixup Augmentation Papers for Visual Representation Learning

All Algorithms implemented in Python

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

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

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

Course with a roadmap and notebooks to get into Large Language Models (LLMs).