Lightning-AI / tutorials
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.
☆288Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for tutorials
- Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy☆124Updated last year
- A library to inspect and extract intermediate layers of PyTorch models.☆470Updated 2 years ago
- The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX☆408Updated 7 months ago
- deep learning with pytorch lightning☆0Updated 3 weeks ago
- ML Research paper summaries, annotated papers and implementation walkthroughs☆113Updated 2 years ago
- Recipes are a standard, well supported set of blueprints for machine learning engineers to rapidly train models using the latest research…☆294Updated this week
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆611Updated 2 years ago
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆216Updated last week
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆318Updated last year
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆176Updated 6 months ago
- This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.☆149Updated 2 years ago
- Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory☆428Updated 2 months ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆247Updated 2 years ago
- All about the fundamental blocks of TF and JAX!☆271Updated 2 years ago
- Ranger deep learning optimizer rewrite to use newest components☆323Updated 9 months ago
- Cyclemoid implementation for PyTorch☆87Updated 2 years ago
- Hopular: Modern Hopfield Networks for Tabular Data☆306Updated 2 years ago
- Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.☆167Updated 2 years ago
- Common Python utilities and GitHub Actions in Lightning Ecosystem☆51Updated this week
- Pytorch Lightning code guideline for conferences☆1,242Updated last year
- Lightning HPO & Training Studio App☆18Updated last year
- Examples of Machine Learning code using Comet.ml☆151Updated last week
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆76Updated this week
- ☆127Updated last year
- An open-source AutoML Library based on PyTorch☆306Updated last month
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆360Updated last year
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆265Updated 6 months ago
- Probing the representations of Vision Transformers.☆316Updated 2 years ago
- Generic template to bootstrap your PyTorch project.☆635Updated last year