YCML

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

DecliningOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is YCML?

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.

Key differentiator

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

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Support for Objective-C and Swift programming languagesmedium

Integration with macOS and iOS platformsmedium

GPL-3.0 open-source licensemedium

↓ Weaknesses

Limited language supporthigh

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

Small communitymedium

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.

Complex setup for non-native macOS/iOS environmentsmedium

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

Poor documentationhigh

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.

Fit analysis

Who is it for?

✓ Best 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

✕ Not a fit for

Projects requiring cross-platform compatibility beyond macOS/iOS

Teams preferring cloud-based ML services over local development frameworks

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with YCML

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →