Keras VS pytorch-lightning

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

pytorch-lightning

Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning] (by PyTorchLightning)
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Keras pytorch-lightning
79 19
61,044 19,188
0.5% -
9.9 9.9
6 days ago almost 2 years 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.

Keras

Posts with mentions or reviews of Keras. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-27.

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 2022-03-16.

What are some alternatives?

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

MLP Classifier - A handwritten multilayer perceptron classifer using numpy.

mmdetection - OpenMMLab Detection Toolbox and Benchmark

scikit-learn - scikit-learn: machine learning in Python

pytorch-grad-cam - Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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

xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

fastai - The fastai deep learning library

tensorflow - An Open Source Machine Learning Framework for Everyone

composer - Supercharge Your Model Training

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

sparktorch - Train and run Pytorch models on Apache Spark.