lkhphuc / lightning-hydra-template
Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.
☆157Updated 4 years 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
- A library to inspect and extract intermediate layers of PyTorch models.☆473Updated 2 years ago
- Configuration classes enabling type-safe PyTorch configuration for Hydra apps☆215Updated 2 years ago
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆77Updated 5 months ago
- A collection of code snippets for my PyTorch Lightning projects☆107Updated 4 years ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆476Updated 2 years ago
- Provides everything needed for high performance data loading and augmentation in pytorch.☆319Updated last year
- Drift Detection for your PyTorch Models☆316Updated 2 years ago
- An alternative to convolution in neural networks☆254Updated last year
- Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory☆436Updated 8 months ago
- My repo for training neural nets using pytorch-lightning and hydra☆220Updated 2 months ago
- Shape and dimension inference (Keras-like) for PyTorch layers and neural networks☆571Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆320Updated last year
- Generic template to bootstrap your PyTorch project.☆642Updated last year
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆329Updated 2 years ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆251Updated 2 years ago
- Unit Testing for pytorch, based on mltest☆310Updated 4 years ago
- Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.☆167Updated last month
- Pytorch Lightning Distributed Accelerators using Ray☆210Updated last year
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆180Updated 3 years ago
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆251Updated 2 years ago
- A High Level API for Deep Learning in JAX☆475Updated 2 years ago
- Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!☆377Updated 2 years ago
- ADAS is short for Adaptive Step Size, it's an optimizer that unlike other optimizers that just normalize the derivative, it fine-tunes th…☆85Updated 4 years ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆214Updated 4 years ago
- Official code for the Stochastic Polyak step-size optimizer☆139Updated 10 months ago
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- ☆153Updated 4 years ago
- Enabling easy statistical significance testing for deep neural networks.☆335Updated 10 months ago
- Research boilerplate for PyTorch.☆149Updated last year
- ☆469Updated this week