ashleve / lightning-hydra-templateLinks
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
☆4,767Updated 11 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:
- Pytorch Lightning code guideline for conferences☆1,273Updated last year
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,312Updated this week
- View model summaries in PyTorch!☆2,824Updated this week
- torch-optimizer -- collection of optimizers for Pytorch☆3,125Updated last year
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,028Updated 2 weeks ago
- An unofficial styleguide and best practices summary for PyTorch☆1,989Updated 3 years ago
- PyTorch deep learning projects made easy.☆4,971Updated last year
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,732Updated last week
- Model interpretability and understanding for PyTorch☆5,307Updated last week
- Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.☆1,824Updated last month
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,700Updated 3 weeks ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,434Updated 2 months ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,942Updated last year
- Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)☆2,807Updated 2 years ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,497Updated last month
- Tensors, for human consumption☆1,268Updated 3 weeks ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,180Updated 2 months ago
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,461Updated this week
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,144Updated 7 months ago
- Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.☆29,767Updated this week
- A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.☆2,307Updated last week
- torchview: visualize pytorch models☆964Updated last month
- Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023☆2,907Updated 4 months ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,151Updated 2 weeks ago
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,676Updated last week
- Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)☆1,926Updated 11 months ago
- Vector (and Scalar) Quantization, in Pytorch☆3,407Updated last month
- An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板,简单易用,稍改原来Pytorch代码,即可适配Lightning。You can translate your previous Pytorch code much…☆1,485Updated last year
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,899Updated last year
- Flexible Python configuration system. The last one you will ever need.☆2,189Updated 5 months ago