Swift machine learning libraries

13 libraries, 1 updated this year

Swift entries center on Apple platforms. Two curated lists collect pretrained models already converted to Core ML, which is how most iOS apps ship machine learning today. Bender runs neural networks on Metal, and Swift AI and AIToolbox implement common algorithms in pure Swift.

Google ended its Swift for TensorFlow project in 2021 and archived the repository, and most other entries here have been quiet for years; Apple's own Core ML and MLX are the actively developed options.

13 libraries

Awesome Core ML Modelslikedan/Awesome-CoreML-Models

A curated list of machine learning models in CoreML format.

GeneralLearning
7.1k updated 1y ago

Swift for Tensorflowtensorflow/swift Archived

A next-generation platform for machine learning, incorporating the latest research across machine learning, compilers, differentiable programming, systems design, and beyond.

GeneralDeep learning
6.1k archived

Swift AISwift-AI/Swift-AI

Highly optimized artificial intelligence and machine learning library written in Swift.

GeneralDeep learningVision
6k updated 9y ago

Benderxmartlabs/Bender

Fast Neural Networks framework built on top of Metal. Supports TensorFlow models.

GeneralDeep learning
1.8k updated 2y ago

AIToolboxKevinCoble/AIToolbox

A toolbox framework of AI modules written in Swift: Graphs/Trees, Linear Regression, Support Vector Machines, Neural Networks, PCA, KMeans, Genetic Algorithms, MDP, Mixture of Gaussians.

GeneralDeep learning
809 updated 6y ago

Awesome CoreMLSwiftBrain/awesome-CoreML-models

A curated list of pretrained CoreML models.

GeneralLearning
588 updated 6y ago

swixstsievert/swix Archived

A bare bones library that includes a general matrix language and wraps some OpenCV for iOS development.

General
586 archived

BrainCorealejandro-isaza/BrainCore

The iOS and OS X neural network framework.

GeneralDeep learning
379 updated 9y ago

Swift Brainvlall/Swift-Brain

The first neural network / machine learning library written in Swift. This is a project for AI algorithms in Swift for iOS and OS X development. This project includes algorithms focused on Bayes theorem, neural networks, SVMs, Matrices, etc...

GeneralDeep learning
340 updated 9y ago

Perfect TensorFlowPerfectlySoft/Perfect-TensorFlow

Swift Language Bindings of TensorFlow. Using native TensorFlow models on both macOS / Linux.

GeneralDeep learning
167 updated 6y ago

MLKitSomnibyte/MLKit

A simple Machine Learning Framework written in Swift. Currently features Simple Linear Regression, Polynomial Regression, and Ridge Regression.

General
153 updated 8y ago

VoxRTVoxRT/voxrt-asr-ios

On-device streaming speech recognition SDK for iOS with Swift bindings (SPM). Based on NVIDIA NeMo FastConformer (80 ms cache-aware lookahead). Companion Silero VAD, wake-word, and 14-command KWS via same runtime.

Speech
15 updated 1mo ago

PredictionBuilderdenissimon/prediction-builder-swift

A library for machine learning that builds predictions using a linear regression.

General
13 updated 1y ago
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