Swift Machine Learning

Open-source Swift projects categorized as Machine Learning
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Topics: Swift iOS Deep Learning AI Coreml
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Top 15 Swift Machine Learning Projects

  • Bender

    Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.

  • CoreML-in-ARKit

    Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML.

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  • NSFWDetector

    A NSFW (aka porn) detector with CoreML

  • LlamaChat

    Chat with your favourite LLaMA models in a native macOS app

    • Project mention: LlamaChat abnormally bad with LLaMa-7B | /r/LocalLLaMA | 2023-06-23

    I try to run LLaMa-7 on LlamaChat app. I don't know if any of you are familiar with this application or if any of you have had problems with or without it. All the tests I've tried give useless answers. Here's a screenshot with a prompt found on this subreddit

  • AIToolbox

    A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms

  • Swift-Brain

    Artificial intelligence/machine learning data structures and Swift algorithms for future iOS development. bayes theorem, neural networks, and more AI.

  • TensorSwift

    A lightweight library to calculate tensors in Swift, which has similar APIs to TensorFlow's

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • metal-flash-attention

    Faster alternative to Metal Performance Shaders

    • Project mention: Metal-flash-attention: Faster alternative to Metal Performance Shaders | news.ycombinator.com | 2023-12-25

  • SwiftCoreMLTools

    A Swift library for creating and exporting CoreML Models in Swift

  • CoreMLPlayer

    Try CoreML models on multiple images and videos easily and quickly

  • DL4S

    Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

  • Neuron

    A neural network library for Swift (by wvabrinskas)

  • Revolver

    A framework for building fast genetic algorithms in Swift.

  • swift-ranker

    Easily Score & Rank Codable Objects with ML

  • sniglet

    Generate sniglets with machine learning!

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Swift Machine Learning related posts

Index

What are some of the best open-source Machine Learning projects in Swift? This list will help you:

Project Stars
1 Bender 1,785
2 CoreML-in-ARKit 1,650
3 NSFWDetector 1,554
4 LlamaChat 1,396
5 AIToolbox 792
6 Swift-Brain 332
7 TensorSwift 323
8 metal-flash-attention 284
9 SwiftCoreMLTools 158
10 CoreMLPlayer 129
11 DL4S 100
12 Neuron 69
13 Revolver 29
14 swift-ranker 11
15 sniglet 6

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