Breeze VS Algebird

Compare Breeze vs Algebird and see what are their differences.

Breeze

Breeze is a numerical processing library for Scala. (by scalanlp)

Algebird

Abstract Algebra for Scala (by twitter)
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Breeze Algebird
1 1
3,332 2,136
0.1% 1.1%
7.1 7.9
2 months ago 18 days ago
Scala Scala
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Breeze

Posts with mentions or reviews of Breeze. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-05.

Algebird

Posts with mentions or reviews of Algebird. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-05.
  • Symbolics.jl: A Modern Computer Algebra System for a Modern Language
    6 projects | news.ycombinator.com | 5 Mar 2021
    Hey, I have... I'm a co-author of Algebird[0], which has many ideas that I'd pull over.

    I'm hoping to introduce Clojure's "spec" or "schema" libraries so that the types at play can at least be inspectable inside the system. In a fully typed language, I'd implement the extensible generics as typeclasses.

    I suspect it would make it quite a bit tougher (at least in the approach I'm imagining) for folks to write new generic functions, due to many type constructors...

    On the other hand, the complexity is there, even if you don't write it down!

    It would be a big project, and a worthy effort, to write down types for everything in SICM.

    [0] https://github.com/twitter/algebird

What are some alternatives?

When comparing Breeze and Algebird you can also consider the following projects:

ND4S - ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.

Spire - Powerful new number types and numeric abstractions for Scala.

Numsca - numsca is numpy for scala

Smile - Statistical Machine Intelligence & Learning Engine

Saddle

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

SynapseML - Simple and Distributed Machine Learning

Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

Libra - A dimensional analysis library based on dependent types

Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis

Clustering4Ever - C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.