labmlai / labml
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
☆2,003Updated this week
Related projects: ⓘ
- An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites☆4,541Updated last month
- A python library for self-supervised learning on images.☆2,923Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,362Updated this week
- Model interpretability and understanding for PyTorch☆4,810Updated this week
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆4,573Updated last week
- Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)☆1,769Updated last month
- ☆10,072Updated 3 months ago
- A curated list of awesome self-supervised methods☆6,113Updated 2 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 3 weeks ago
- 🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.☆13,147Updated last year
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,678Updated this week
- Code release for ConvNeXt model☆5,703Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,249Updated 6 months ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,012Updated 5 months ago
- A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth artic…☆2,905Updated 11 months ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,831Updated 3 months ago
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆6,217Updated 2 months ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆13,602Updated last month
- Reading list for research topics in multimodal machine learning☆5,874Updated 3 weeks ago
- View model summaries in PyTorch!☆2,499Updated last week
- Official DeiT repository☆4,005Updated 6 months ago
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆7,687Updated this week
- Diffusion model papers, survey, and taxonomy☆2,894Updated last month
- My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing o…☆982Updated 3 years ago
- Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.☆2,077Updated this week
- Transformer: PyTorch Implementation of "Attention Is All You Need"☆2,785Updated last month
- PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡☆4,092Updated last month
- SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners☆4,049Updated last year
- Applied Deep Learning Course☆3,105Updated last year
- Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presenta…☆1,369Updated 3 years ago