Breeze

What it is

Breeze is a numerical processing library for Scala that provides support for linear algebra, numerical optimization, and random number generation. It's essential for developers working on data-intensive applications in Scala.

Breeze stands out as a comprehensive Scala library for numerical computing, offering a wide range of functionalities without the need for external dependencies.

When it fits — and when it doesn’t

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

1. 01

   Limited language support, only available in Scala

   The library is tightly coupled with Scala's ecosystem and does not have official bindings for other languages.

2. 02

   Small community and limited third-party integrations

   Due to its niche focus, Breeze has a relatively small user base which results in fewer contributions and less third-party tooling support.

3. 03

   Performance may not match specialized libraries for specific tasks

   While efficient, Breeze might not be as optimized as highly-specialized numerical processing libraries like BLAS or LAPACK for certain operations.

What it does well

• Support for linear algebra operations

• Numerical optimization algorithms

• Random number generation utilities

Pricing

Free tier

YesOpen source — free to use

Paid from

$0

Model

Flat rate

Enterprise plan

No

Pricing not independently confirmed — check the vendor’s page.