This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Get started with building Fullstack Agents using Gemini 2.5 and LangGraph

A simplified implemention of Faster R-CNN that replicate performance from origin paper

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

assistant tools for attention visualization in deep learning

A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".

《推荐系统实践》代码实现

RAG兴趣小组，全手写的一个RAG应用。Langchain的大部分库会很方便，但是你不一定理解其中原理，所以代码尽可能展现基本算法，主打理解RAG的原理

PyTorch implementation of "Neural Optimal Transport" (ICLR 2023 Spotlight)

[NeurIPS '25 Spotlight] Official Pytorch implementation of "Vision Transformers Don't Need Trained Registers"

Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.

This is an official implementation for [ICLR'24] INTR: Interpretable Transformer for Fine-grained Image Classification.

Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]

在手写数字集MNIST上使用变分自动编码器作为encoder和decoder的ldm

Code for ACL 2023 paper "Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View"