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Starred repositories
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
🐳 LeetCode 算法笔记：面试、刷题、学算法。在线阅读地址：https://datawhalechina.github.io/leetcode-notes/
本教程将全面指导你如何快速搭建自己的AI应用环境，从Docker桌面版的安装与配置开始，到本地部署Dify并自定义AI助手功能，让你轻松实现“猜病例”、“甜蜜哄人”、“新生入学指南”、“小红书读书卡片”与“面试宝典”等多种特色AI应用。并教会你从基础智能体到使用工作流，再到知识库、DeepResearch、数据库、MCP、复杂任务编排等高阶任务，由浅到深的学习掌握基于dify的大模型应用开发。
Image-to-Image Translation in PyTorch
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and rela…
[CVPR'24] Handwritten Mathematical Expressions Generation (HMEG)
The official implementation of "MagicColor: Multi-Instance Sketch Colorization"
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
[MICCAI 2024 Young Scientist Award] MetaAD: Metabolism-Aware Anomaly Detection in 3D 18F-FDG PET.
Classify and extract structured data with LLMs
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版
《数学建模导论》教程，全网最全数学建模模型与算法教程系列，带你走进数学建模的大门！
Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.
Face Parsing via SegNeXt, trained on CelebAMask-HQ
[CVPR'23] Masked and Adaptive Transformer for Exemplar Based Image Translation (MATEBIT)
GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
[IJCAI'23] Semantic-aware Generation of Multi-view Portrait Drawings (SAGE)
PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
Using Pytorch to implement a ResNet50 for Cross-Age Face Recognition
AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.
🛠A lite C++ AI toolkit: 100+ models with MNN, ORT and TRT, including Det, Seg, Stable-Diffusion, Face-Fusion, etc.🎉
Using GANs to correct color distortion in underwater images.