pytorch-lightning VS aim

Compare pytorch-lightning vs aim and see what are their differences.

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. (by PyTorchLightning)
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pytorch-lightning aim
12 17
16,326 1,732
5.1% 17.5%
9.9 9.0
5 days ago 6 days ago
Python TypeScript
Apache License 2.0 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.

pytorch-lightning

Posts with mentions or reviews of pytorch-lightning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-18.

aim

Posts with mentions or reviews of aim. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-25.

What are some alternatives?

When comparing pytorch-lightning and aim you can also consider the following projects:

detectron2 - Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

pytorch-grad-cam - Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

Sacred - Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

metaflow - :rocket: Build and manage real-life data science projects with ease!

pytorch-forecasting - Time series forecasting with PyTorch

tensorboard - TensorFlow's Visualization Toolkit

guildai - Experiment tracking, ML developer tools

tmux - tmux source code

Keras - Deep Learning for humans

omegaconf - Flexible Python configuration system. The last one you will ever need.