Nn

Neural network modules for ts-torch, TypeScript-friendly deep learning library.

EmergingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is Nn?

Provides neural network modules specifically designed to work with the ts-torch framework, enabling developers to build and train models in a type-safe environment. Ideal for projects requiring robust type checking and integration within TypeScript applications.

Key differentiator

Provides a unique TypeScript-centric approach to deep learning, offering type safety and seamless integration with existing TypeScript applications.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Type-safe neural network modulesmedium

Integration with ts-torch for seamless developmentmedium

Supports various deep learning architecturesmedium

↓ 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 integrations with other TypeScript libraries and frameworkshigh

Currently lacks native support for popular TypeScript-specific tools like RxJS or NestJS

Small community, leading to slower issue resolution and feature requestsmedium

GitHub issues have low engagement and infrequent updates from maintainers

Fit analysis

Who is it for?

✓ Best for

TypeScript developers building deep learning projects who need type safety

Teams working on complex TypeScript applications requiring integration of neural networks

Projects where robust type checking is critical for model development and deployment

✕ Not a fit for

Developers preferring dynamic languages like Python or JavaScript without strong typing

Projects that require extensive GPU support beyond what ts-torch offers

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 Nn

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

View Setup Guide →