hydra-zen VS lightning-flash

Compare hydra-zen vs lightning-flash and see what are their differences.

hydra-zen

Create powerful Hydra applications without the yaml files and boilerplate code. (by mit-ll-responsible-ai)
Configuration Machine Learning dataclasses dynamic-configuration yaml-configuration Pytorch pytorch-lightning Reproducibility reproducible-science Scalable Configurable Machinelearning Deep Learning
Source Code
mit-ll-responsible-ai.github.io
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lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains (by Lightning-Universe)
pytorch-lightning Deep Learning Machine Learning Pytorch tasks-flash Classification tabular-data object-detection icevision Open3d fiftyone torch-geometric pytorch-video

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hydra-zen lightning-flash
1 2
281 1,711
7.1% -
9.4 7.3
1 day ago 7 months ago
Python Python
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

hydra-zen

Posts with mentions or reviews of hydra-zen. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-02.

lightning-flash

Posts with mentions or reviews of lightning-flash. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing hydra-zen and lightning-flash you can also consider the following projects:

kubeproject - A set of tools built to simplify daily driving of cloud resources for individual VM access, Kubernetes batch jobs and miscellaneous useful functionality related to cloud-based ML research

quaterion - Blazing fast framework for fine-tuning similarity learning models

traingenerator - 🧙 A web app to generate template code for machine learning

tabular-dl-tabr - The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

memorization - Code for "On Memorization in Probabilistic Deep Generative Models"

yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

forward-forward-pytorch - Forward Forward algorithm (by Geoffrey Hinton) implemented with pytorch.

Auto-PyTorch - Automatic architecture search and hyperparameter optimization for PyTorch

minimal-ml-template - A very minimal ml project template that uses HF transformers and wandb to train a simple NN and evaluate it, in a stateless manner compatible with Spot instances kubernetes workflows

torchmd - End-To-End Molecular Dynamics (MD) Engine using PyTorch

lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

awesome-modular-pytorch-lightning - LightCollections⚡️: Ready-to-use implementations such as `LightningModules` for various computer vision papers.

hydra-zen vs kubeproject lightning-flash vs quaterion hydra-zen vs traingenerator lightning-flash vs tabular-dl-tabr hydra-zen vs memorization lightning-flash vs yolov5 hydra-zen vs forward-forward-pytorch lightning-flash vs Auto-PyTorch hydra-zen vs minimal-ml-template lightning-flash vs torchmd hydra-zen vs lightning-hydra-template lightning-flash vs awesome-modular-pytorch-lightning