oya-ann

A lightweight artificial neural network library for JavaScript

EstablishedOpen SourceLow lock-in

Pricing

See website

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Overview

What is oya-ann?

Oya-ann is a pure JavaScript artificial neural network library that allows developers to build and train models directly in the browser or on the server. It's ideal for projects requiring deep learning capabilities without external dependencies.

Key differentiator

Oya-ann stands out for its simplicity and pure JavaScript approach, making it ideal for educational purposes and lightweight projects without external dependencies.

Capability profile

Strength Radar

Pure JavaScript …Supports various…Lightweight with…

Honest assessment

Strengths & Weaknesses

↑ Strengths

Pure JavaScript implementation for browser and server-side use

Supports various activation functions, loss functions, and optimization algorithms

Lightweight with minimal dependencies

Fit analysis

Who is it for?

✓ Best for

Developers who need a lightweight, pure JavaScript solution for neural networks in browser or server-side projects

Educators and students looking to understand deep learning through hands-on implementation

✕ Not a fit for

Projects requiring high-performance GPU acceleration as oya-ann is CPU-based

Large-scale production applications where performance optimization is critical

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 oya-ann

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

View Setup Guide →