Open source alternatives to Keras

Open source alternatives to Keras, ranked by GitHub stars and freshness.

4 open-source alternatives in the index, ranked by GitHub stars and freshness.

Community

Caffe: a fast open framework for deep learning.

Best for: Teams building production computer vision systems who prioritize inference speed and have existing Caffe expertise

Community

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

Best for: Teams building large-scale production ML systems who need distributed training and cross-platform deployment out of the box

Community

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

Best for: Developers seeking an open source deep learning framework for cross-platform deployment from edge to cloud

Community

A minimalist neural network library optimized for sparse data and single machine environments.

Best for: Developers building lightweight neural network models for observability on a single machine