Open Source Alternatives
Open source alternatives to PaddlePaddle
Open source alternatives to PaddlePaddle, ranked by GitHub stars and freshness.
6 open-source alternatives in the index, ranked by GitHub stars and freshness.
PyTorch
Community
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Alternative to Tensorflow, Jax, Caffe +2 more
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.
Alternative to Tensorflow, Pytorch, Keras +2 more
Best for: Teams building production computer vision systems who prioritize inference speed and have existing Caffe expertise
Apache MXNet
Community
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Alternative to Tensorflow, Pytorch, Caffe +2 more
Best for: Teams building distributed training pipelines or mobile ML applications who need multi-language flexibility
Oneflow
Community
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
Alternative to Tensorflow, Pytorch, Jax +2 more
Best for: Developers who need a high-performance, scalable deep learning framework and are comfortable with C++
MegEngine
Community
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
Alternative to Pytorch, Tensorflow, Paddlepaddle
Best for: Developers building custom deep learning models in C++ who need high performance and scalability
MindSpore
Community
MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
Alternative to Tensorflow, Pytorch, Paddlepaddle
Best for: Developers seeking an open source deep learning framework for cross-platform deployment from edge to cloud