tensorflow/swift-apis
A Swift library enabling differentiable programming and deep learning model development using TensorFlow backend.
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This repository provides Swift bindings for TensorFlow’s deep learning capabilities, enabling developers to define neural network layers, compute gradients via automatic differentiation, and run training loops. It offers protocol-oriented abstractions like Layer for model composition, built-in optimizers such as SGD, and tensor operations for both forward and backward passes. The library integrates directly with Swift for TensorFlow toolchains.
Frequently asked
- What is tensorflow/swift-apis?
- A Swift library enabling differentiable programming and deep learning model development using TensorFlow backend.
- Is swift-apis open source?
- Yes — tensorflow/swift-apis is open source, released under the Apache-2.0 license.
- What language is swift-apis written in?
- tensorflow/swift-apis is primarily written in Swift.
- How popular is swift-apis?
- tensorflow/swift-apis has 792 stars on GitHub.
- Where can I find swift-apis?
- tensorflow/swift-apis is on GitHub at https://github.com/tensorflow/swift-apis.