ONNX-Scala

Functional deep learning in Scala with ONNX support.

EstablishedOpen SourceLow lock-in

Pricing

See website

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Overview

What is ONNX-Scala?

ONNX-Scala provides a typeful and functional API for deep learning using the ONNX format, enabling developers to build scalable and maintainable machine learning applications in Scala.

Key differentiator

ONNX-Scala stands out as the only library offering typeful and functional programming support for ONNX models in Scala, making it ideal for developers who prioritize type safety and functional paradigms.

Capability profile

Strength Radar

Typeful and func…Supports ONNX fo…Enables develope…

Honest assessment

Strengths & Weaknesses

↑ Strengths

Typeful and functional API for deep learning in Scala.

Supports ONNX format for model exchange.

Enables developers to build scalable machine learning applications.

Fit analysis

Who is it for?

✓ Best for

Teams building deep learning applications in Scala who need type safety and functional programming features.

Projects requiring integration with ONNX models within a Scala ecosystem.

✕ Not a fit for

Developers looking for a cloud-based managed service for deep learning.

Projects that require real-time model training or inference without self-hosting capabilities.

Cost structure

Pricing

Free Tier

None

Starts at

See website

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Alternatives

Next step

Get Started with ONNX-Scala

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

View Setup Guide →