keras-team/keras Alternatives

Choose when you need a mature, low-level framework with a full ecosystem and production tooling; heavier than Keras.

An Open Source Machine Learning Framework for Everyone

Choose when you need dynamic, imperative programming with strong research community and lower-level control.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Choose for Rust projects that need a modern deep learning framework with eager execution and portability.

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Choose for large-scale distributed training with an alternative parallel architecture; less mature and smaller community.

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

Choose for C++ projects needing a standalone ML library with high performance.

A C++ standalone library for machine learning

Choose for JVM-based projects needing an engine-agnostic DL API.

An Engine-Agnostic Deep Learning Framework in Java

Choose for Julia projects wanting a differentiable programming DL framework.

Relax! Flux is the ML library that doesn't make you tensor

Choose when working directly in JAX and wanting a light, functional NN library instead of Keras's full API.

JAX-based neural network library

Choose for Nim projects needing a tensor library with deep learning support and embedded/GPU targets.

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

Choose for Apple's optimized CV models and training recipes, but it's narrower than Keras.

CoreNet: A library for training deep neural networks

An older DL framework; choose if you need its distributed training features but note it's been stale for over a year.

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

Rust DL framework with compile-time shape checking; unmaintained since 2.1y.

Deep learning in Rust, with shape checked tensors and neural networks

An older C# DL library; archived and unusable for production today.

An easy to use C# deep learning library with CUDA/OpenCL support

An older Rust ML library with multi-backend support; unmaintained.

Powerful Powerful Machine Learning library with GPU, CPU and WASM backends

A previous-generation high-level training interface on TensorFlow; choose for legacy TF code.

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility