Starred repositories
A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
Scripts to download image metadata from the ISIC-Archive RESTful API
《Build a Large Language Model (From Scratch)》是一本深入探讨大语言模型原理与实现的电子书，适合希望深入了解 GPT 等大模型架构、训练过程及应用开发的学习者。为了让更多中文读者能够接触到这本极具价值的教材，我决定将其翻译成中文，并通过 GitHub 进行开源共享。
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
Official implementation of paper 'Fair Feature Distillation for Visual Recognition'
pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...
A simple baseline for pedestrian attribute recognition in surveillance scenarios
A collection of various deep learning architectures, models, and tips
ResNet-18 baseline for CelebA attribute prediction
Solutions to exercises in Reinforcement Learning: An Introduction (2nd Edition).
GEBI: Global Explanations for Bias Identification. Open source code for discovering bias in data with skin lesion dataset
Materials for EACL2024 tutorial: Transformer-specific Interpretability
Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584
Reinforcement learning tutorials
hunterxu-gh / leedeeprl-notes
Forked from datawhalechina/easy-rl李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/
Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'
For the paper "Group Visualization of Class-Discriminative Features"
GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulations