Oml

General statistics and machine learning library for diverse applications.

DecliningOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is Oml?

Oml is a comprehensive general statistics and machine learning library designed to support a wide range of data analysis tasks. It offers robust tools for developers and data scientists looking to integrate advanced analytics into their projects.

Key differentiator

Oml stands out as an open-source, flexible library offering both statistical and machine learning functionalities in a single package, making it ideal for developers who need to integrate comprehensive data analysis capabilities into their applications.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Comprehensive statistical analysis toolsmedium

Machine learning algorithms for various tasksmedium

Flexibility in data handling and processingmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited documentation for advanced featureshigh

Advanced statistical methods and machine learning algorithms lack detailed usage examples

Performance bottlenecks with large datasetsmedium

Internal benchmarks show significant slowdowns when processing datasets larger than 1GB

Fit analysis

Who is it for?

✓ Best for

Developers working on data-intensive applications requiring statistical and ML capabilities

Data scientists looking for a flexible library to perform complex analyses

✕ Not a fit for

Projects that require real-time processing or streaming analytics (Oml is more suited for batch processing)

Applications needing specialized deep learning frameworks with GPU support

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 Oml

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

View Setup Guide →