labmlai / annotated_deep_learning_paper_implementations
🧑🏫 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, ... 🧠
☆60,456Updated 8 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
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆22,755Updated 2 months ago
- ☆11,326Updated 2 months ago
- A playbook for systematically maximizing the performance of deep learning models.☆28,656Updated 10 months ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆34,049Updated this week
- 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆143,804Updated this week
- CVPR 2025 论文和开源项目合集☆19,827Updated this week
- 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.…☆11,906Updated 5 months ago
- 🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.☆14,923Updated 2 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆14,729Updated 9 months ago
- 深度学习经典、新论文逐段精读☆30,090Updated last month
- Code examples in pyTorch and Tensorflow for CS230☆4,039Updated 2 years ago
- 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☆18,889Updated last year
- deep learning for image processing including classification and object-detection etc.☆24,729Updated 3 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…☆68,385Updated this week
- PyTorch Tutorial for Deep Learning Researchers☆31,218Updated last year
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image☆28,780Updated 9 months ago
- An annotated implementation of the Transformer paper.☆6,199Updated last year
- OpenMMLab Detection Toolbox and Benchmark☆30,932Updated 8 months ago
- The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoi…☆49,997Updated 7 months ago
- Visualizer for neural network, deep learning and machine learning models☆30,133Updated this week
- Google Research☆35,463Updated this week
- Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.☆29,414Updated this week
- A collection of resources and papers on Diffusion Models☆11,696Updated 9 months ago
- Graph Neural Network Library for PyTorch☆22,310Updated this week
- PyTorch implementation of MAE https//arxiv.org/abs/2111.06377☆7,774Updated 9 months ago
- Latex code for making neural networks diagrams☆23,301Updated last year
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆23,022Updated this week
- An open source implementation of CLIP.☆11,654Updated 2 weeks ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆21,193Updated 2 months ago
- Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!☆37,822Updated this week