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, ... 🧠
☆53,866Updated 3 weeks ago
Related projects: ⓘ
- A playbook for systematically maximizing the performance of deep learning models.☆26,385Updated 3 months ago
- 深度学习经典、新论文逐段精读☆26,234Updated last month
- 🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.☆13,147Updated last year
- 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆132,113Updated this week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆31,479Updated this week
- 《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。☆61,349Updated last month
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆49,647Updated this week
- 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…☆64,001Updated this week
- PyTorch Tutorial for Deep Learning Researchers☆29,835Updated last year
- The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoi…☆46,708Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆34,719Updated this week
- Machine learning, in numpy☆15,268Updated 10 months ago
- Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"☆17,662Updated 7 months ago
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆19,651Updated 2 weeks ago
- Visualizer for neural network, deep learning and machine learning models☆27,558Updated this week
- Google Research☆33,807Updated this week
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image☆24,723Updated last month
- Making large AI models cheaper, faster and more accessible☆38,614Updated this week
- Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provi…☆42,655Updated this 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☆18,245Updated 5 months ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆19,545Updated 3 weeks ago
- 《Hello 算法》:动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新,English version on…☆95,479Updated this week
- Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.☆27,963Updated this week
- OpenMMLab Detection Toolbox and Benchmark☆29,098Updated 3 weeks ago
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆23,170Updated last month
- CVPR 2024 论文和开源项目合集☆17,714Updated 2 months ago
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.☆29,989Updated last week
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆82,188Updated this week
- ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型☆40,397Updated 2 months ago
- Latex code for making neural networks diagrams☆21,827Updated last year