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, ... 🧠
☆62,672Updated this week
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:
- A playbook for systematically maximizing the performance of deep learning models.☆29,077Updated last year
- 🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.☆15,628Updated 2 years ago
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆23,654Updated last week
- 深度学习经典、新论文逐段精读☆31,108Updated 5 months ago
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆148,585Updated this week
- 《Pytorch模型训练实用教程》中配套代码☆7,960Updated 7 months ago
- Code examples in pyTorch and Tensorflow for CS230☆4,075Updated 2 years ago
- 🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.…☆12,044Updated 8 months ago
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆26,606Updated last year
- End-to-End Object Detection with Transformers☆14,625Updated last year
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆15,108Updated last year
- 一本系统地教你将深度学习模型的性能最大化的战术手册。☆2,983Updated 2 years ago
- Machine learning, in numpy☆16,136Updated last year
- A resource for learning about Machine learning & Deep Learning☆8,209Updated last year
- PyTorch Tutorial for Deep Learning Researchers☆31,637Updated 2 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆35,053Updated 2 weeks ago
- deep learning for image processing including classification and object-detection etc.☆25,331Updated 7 months ago
- 李宏毅2021/2022/2023春季机器学习课程课件及作业☆6,850Updated 2 years ago
- The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoi…☆51,576Updated 11 months ago
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image☆30,364Updated last year
- Kolmogorov Arnold Networks☆15,835Updated 7 months ago
- ☆11,675Updated 5 months ago
- Fast and memory-efficient exact attention☆18,997Updated this week
- 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱☆2,208Updated 4 months ago
- Implementation of Denoising Diffusion Probabilistic Model in Pytorch☆9,806Updated 3 weeks ago
- Transformer: PyTorch Implementation of "Attention Is All You Need"☆3,961Updated last month
- This repository contains demos I made with the Transformers library by HuggingFace.☆11,167Updated last month
- PyTorch深度学习快速入门教程（绝对通俗易懂！）☆3,565Updated 6 months ago
- Google Research☆36,219Updated this week
- Natural Language Processing Tutorial for Deep Learning Researchers☆14,704Updated last year