Data Pipelines

YCML

Machine Learning framework for Objective-C and Swift on OS X/iOS.

Status
UnmaintainedGitHub repository has been archived.
Last checked
Checked · Oct 12, 2026
License
Open source
Pricing
Free tier · from $0

What it is

YCML is a Machine Learning framework designed specifically for developers working with Objective-C and Swift, enabling them to build ML models directly within their applications on macOS and iOS platforms.

YCML stands out as a specialized framework for Objective-C and Swift developers, offering native integration with Apple's ecosystem.

When it fits — and when it doesn’t

A good fit for

  • Objective-C and Swift developers who need to integrate machine learning into their native Apple apps

  • Developers working exclusively on macOS or iOS platforms without the need for cross-platform support

Look elsewhere if

  • Projects requiring cross-platform compatibility beyond macOS/iOS

  • Teams preferring cloud-based ML services over local development frameworks

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited language support

    YCML is specifically designed for Objective-C and Swift, which limits its usability for developers working in other languages.

  2. 02

    Small community

    The open-source nature of YCML may be undermined by a small user base, leading to fewer contributions, slower development cycles, and limited third-party support or plugins.

  3. 03

    Complex setup for non-native macOS/iOS environments

    Developers working outside of the native macOS and iOS ecosystems may face challenges setting up and using YCML due to platform-specific dependencies.

  4. 04

    Poor documentation

    The documentation for YCML is not comprehensive, making it difficult for new users to understand and utilize the framework effectively without extensive trial and error.

What it does well

  • Support for Objective-C and Swift programming languages

  • Integration with macOS and iOS platforms

  • GPL-3.0 open-source license

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up YCML

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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YCML — tracked on AI Navigator

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