Open Source Alternatives
Open source alternatives to Apache MXNet
Open source alternatives to Apache MXNet, ranked by GitHub stars and freshness.
6 open-source alternatives in the index, ranked by GitHub stars and freshness.
TensorFlow
Community
An Open Source Machine Learning Framework for Everyone
Best for: Teams building production ML systems that need cross-platform deployment and performance optimization
PyTorch
Community
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Best for: ML researchers and engineers building custom neural network architectures with GPU training needs
Caffe
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
PaddlePaddle
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
Oneflow
Community
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
Best for: Developers who need a high-performance, scalable deep learning framework and are comfortable with C++
TNN
Community
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding featur
Best for: Developers needing optimized deep learning inference specifically on mobile devices, especially within Tencent ecosystem integrations.