pytorch-lightning VS guildai

Compare pytorch-lightning vs guildai 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)

guildai

Experiment tracking, ML developer tools (by guildai)
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pytorch-lightning guildai
13 9
17,131 653
4.7% 2.3%
9.9 8.5
1 day ago 2 days ago
Python Python
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 2021-12-14.

guildai

Posts with mentions or reviews of guildai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-13.

What are some alternatives?

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

detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

MLflow - Open source platform for the machine learning lifecycle

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

Keras - Deep Learning for humans

aim - Aim — an easy-to-use and performant open-source experiment tracker.

tmux - tmux source code

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

sparktorch - Train and run Pytorch models on Apache Spark.