ashleve / lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ā”š„ā”
ā4,640Updated 8 months ago
Alternatives and similar repositories for lightning-hydra-template
Users that are interested in lightning-hydra-template are comparing it to the libraries listed below
Sorting:
- View model summaries in PyTorch!ā2,786Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)ā8,903Updated 3 weeks ago
- Pytorch Lightning code guideline for conferencesā1,264Updated last year
- Machine learning metrics for distributed, scalable PyTorch applications.ā2,267Updated this week
- PyTorch deep learning projects made easy.ā4,921Updated 11 months ago
- torch-optimizer -- collection of optimizers for Pytorchā3,109Updated last year
- Model interpretability and understanding for PyTorchā5,209Updated last week
- Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023ā2,836Updated last month
- Toolbox of models, callbacks, and datasets for AI/ML researchers.ā1,726Updated last week
- Structured state space sequence modelsā2,621Updated 9 months ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)ā2,927Updated 10 months ago
- An unofficial styleguide and best practices summary for PyTorchā1,979Updated 3 years ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papersā5,298Updated 3 weeks ago
- PyTorch extensions for high performance and large scale training.ā3,313Updated 2 weeks ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.ā6,135Updated 3 weeks ago
- š¦ Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorchā2,128Updated 5 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightningā1,483Updated 2 weeks ago
- Hydra is a framework for elegantly configuring complex applicationsā9,291Updated 2 weeks ago
- Pytorch library for fast transformer implementationsā1,703Updated 2 years ago
- Model summary in PyTorch similar to `model.summary()` in Kerasā4,040Updated last year
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.ā3,283Updated last year
- š A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iā¦ā8,708Updated this week
- Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)ā2,744Updated last year
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.ā1,432Updated 2 weeks ago
- A Collection of Variational Autoencoders (VAE) in PyTorch.ā7,135Updated last month
- Code for visualizing the loss landscape of neural netsā2,982Updated 3 years ago
- Python 3.8+ toolbox for submitting jobs to Slurmā1,423Updated 2 weeks ago
- A small package to create visualizations of PyTorch execution graphsā3,352Updated 4 months ago
- Vector (and Scalar) Quantization, in Pytorchā3,221Updated last week
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.ā2,594Updated last week