Swift AI

Swift AI

A high-performance deep learning library entirely crafted in Swift, Swift AI supports all Apple platforms with Linux compatibility on the horizon. It boasts a suite of tools for artificial intelligence and scientific applications, complete with example projects and dedicated documentation, fostering a collaborative environment for innovation and development.

Top Swift AI Alternatives

1

htm.java

htm.java is a community-driven Java implementation of the Hierarchical Temporal Memory, derived from the Numenta Platform for Intelligent Computing (NuPIC).

2

Saul

Saul is a domain-specific language in Scala designed for declarative learning-based programming.

3

Naive Bayesian Classification for Golang

Naive Bayesian Classification for Golang enables users to classify strings into multiple categories with ease.

4

MachineLearning.jl

The MachineLearning.jl package is an innovative library crafted in pure Julia, designed to unify common machine learning algorithms with a consistent API.

5

Swift Brain

This innovative library is the first of its kind in Swift, designed for iOS and OS X development.

6

Vowpal Wabbit

Vowpal Wabbit (VW) is an advanced, fast out-of-core learning system developed through collaboration with Microsoft Research and Yahoo! Research.

7

MLKit

Initially focusing on regression, it aims to expand into classification, clustering, and deep learning...

8

fungp

It enables users to generate and assess Clojure code trees, optimizing them based on a...

9

MAChineLearning

Written in Objective-C, it supports Swift and includes robust training implementations...

10

pyhsmm

It emphasizes Bayesian Nonparametric extensions, particularly the HDP-HMM and HDP-HSMM, utilizing weak-limit approximations...

11

Annoy

Its unique feature allows users to create memory-mapped, read-only indexes for easy data sharing across...

12

Statistiker

As an evolving project, it may undergo significant API changes...

13

clj-ml

Users must first install Leiningen and the Weka 3.6.2 JAR file to ensure proper functionality...

14

Pebl

Developed at the University of Michigan's Systems Biology Lab, Pebl is licensed under a permissive...

15

Beeze

It integrates seamlessly with Scala versions 2.12, 2.13, and 3.1...

Top Swift AI Features

  • High-performance deep learning
  • Written entirely in Swift
  • Supports all Apple platforms
  • Linux support coming soon
  • Includes common AI tools
  • Example projects available
  • Minimal configuration required
  • Comprehensive module documentation
  • Real-world usage demonstrations
  • Relies on Accelerate framework
  • Alternative BLAS solutions planned
  • Community contributions encouraged
  • Direct author contact available
  • Open issue support
  • Consulting and contracting options
  • Donation-supported development
  • Consistent code structure
  • Easy integration with existing projects
  • Active community engagement
  • Focus on deep learning applications