Breeze VS Algebird

Compare Breeze vs Algebird and see what are their differences.

Breeze

Breeze is/was a numerical processing library for Scala. (by scalanlp)
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Breeze Algebird
3 2
3,448 2,289
-0.0% -0.0%
6.4 5.0
3 months ago 4 months 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.
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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 2022-11-05.
  • Arbitrary functions of n dimensions in Scala
    1 project | /r/scala | 23 Jan 2023
    Also, you can look at breeze.generic.UFunc for an inspiration.
  • Data science in Scala
    5 projects | /r/scala | 5 Nov 2022
    You can use https://github.com/scalanlp/breeze. A Scala library that's sorta a numpy/plotting equivalent. Unlike Spark which covers more use cases than just the classic Data Science workflow, Breeze is built specifically for "Data Science in Scala". The drawback is a classic one in Scala land where some major libraries abruptly get abandoned. Breeze's commits seem to have slowed down significantly and their website on their github page www.scalanlp.org is broken.
  • Machine learning on JVM
    6 projects | /r/scala | 5 Apr 2021
    I haven't checked in on this project in a long time, but Breeze is something akin to NumPy/SciPy.

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 2023-02-13.
  • What do you use when you have to store high cardinality metrics?
    5 projects | /r/golang | 13 Feb 2023
    https://github.com/twitter/algebird (production ready, used at Twitter, but for the JVM)
  • 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.

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

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

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

Saddle

Smile - Statistical Machine Intelligence & Learning Engine

Numsca - numsca is numpy for scala

Figaro - Figaro Programming Language and Core Libraries

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