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lightning-hydra-template
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asreview | lightning-hydra-template | |
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1 | 9 | |
547 | 3,645 | |
3.1% | - | |
9.2 | 5.1 | |
9 days ago | about 1 month ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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lightning-hydra-template
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Best practice for saving logits/activation values of model in PyTorch Lightning
I've been trying to learn PyTorch Lightning and Hydra in order to use/create my own custom deep learning template (e.g. like this) as it would greatly help with my research workflow. A lot of the work I do requires me to analyse metrics based on the logits/activations of the model.
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[D] Any research specific PyTorch based boilerplate code?
This lightning + hydra template is quite complete. Great for learning best practices.
What are some alternatives?
lightning-hydra-template - Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.
pytorch_tempest - My repo for training neural nets using pytorch-lightning and hydra
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lightning-transformers - Flexible components pairing 🤗 Transformers with :zap: Pytorch Lightning
traingenerator - 🧙 A web app to generate template code for machine learning
neptune-contrib - This library is a location of the LegacyLogger for PyTorch Lightning.
garage - A toolkit for reproducible reinforcement learning research.
nn-template - Generic template to bootstrap your PyTorch project.
material-design-icons-adt-template - Android Studio / Eclipse ADT template for material-design-icons resources
scenic - Scenic: A Jax Library for Computer Vision Research and Beyond
arxivbox - Web interface for browsing arXiv papers
mnist-mlops-learning - In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits