labmlai / annotated_deep_learning_paper_implementationsLinks
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
☆60,762Updated 9 months ago
Alternatives and similar repositories for annotated_deep_learning_paper_implementations
Users that are interested in annotated_deep_learning_paper_implementations are comparing it to the libraries listed below
Sorting:
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆22,941Updated 2 months ago
- 深度学习经典、新论文逐段精读☆30,327Updated 2 months ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆34,258Updated this week
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆14,834Updated 10 months ago
- A playbook for systematically maximizing the performance of deep learning models.☆28,750Updated 11 months ago
- ☆11,403Updated 2 months ago
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image☆29,181Updated 10 months ago
- 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.…☆11,940Updated 5 months ago
- 🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.☆15,145Updated 2 years ago
- An open source implementation of CLIP.☆11,810Updated last week
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆53,954Updated last week
- CVPR 2025 论文和开源项目合集☆20,041Updated 3 weeks ago
- Code release for ConvNeXt model☆6,002Updated 2 years ago
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆23,089Updated last week
- Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复☆18,923Updated last year
- Ultralytics YOLO11 🚀☆41,302Updated this week
- Mamba SSM architecture☆14,927Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,598Updated this week
- A collection of resources and papers on Diffusion Models☆11,753Updated 9 months ago
- deep learning for image processing including classification and object-detection etc.☆24,888Updated 4 months ago
- End-to-End Object Detection with Transformers☆14,389Updated last year
- Datasets, Transforms and Models specific to Computer Vision☆16,862Updated this week
- Latex code for making neural networks diagrams☆23,435Updated last year
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆11,525Updated 2 months ago
- Machine learning, in numpy☆16,100Updated last year
- An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites☆4,876Updated 10 months ago
- PyTorch implementation of MAE https//arxiv.org/abs/2111.06377☆7,812Updated 10 months ago
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆11,674Updated last month
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆25,900Updated 9 months ago
- 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…☆68,615Updated 3 weeks ago