pytorch-lightning VS pytorch-forecasting

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

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pytorch-lightning pytorch-forecasting
13 2
17,131 1,690
4.7% -
9.9 9.4
1 day ago 1 day ago
Python Python
Apache License 2.0 MIT License
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.

pytorch-forecasting

Posts with mentions or reviews of pytorch-forecasting. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-08-12.

What are some alternatives?

When comparing pytorch-lightning and pytorch-forecasting 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

darts - A python library for easy manipulation and forecasting of time series.

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

Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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!

Keras - Deep Learning for humans

DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

guildai - Experiment tracking, ML developer tools

tmux - tmux source code

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