Compute.scala VS Breeze

Compare Compute.scala vs Breeze and see what are their differences.

Compute.scala

Scientific computing with N-dimensional arrays (by ThoughtWorksInc)
Science and Data analysis Scala Opencl GPU Scientific Computing ndimensional-arrays Tensor High Performance
Source Code
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Breeze

Breeze is a numerical processing library for Scala. (by scalanlp)
Science and Data analysis
Source Code
scalanlp.org
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Compute.scala Breeze
- 3
199 3,437
-0.5% 0.2%
0.0 5.1
about 1 month ago 2 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.
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.

Compute.scala

Posts with mentions or reviews of Compute.scala. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Compute.scala yet.
Tracking mentions began in Dec 2020.

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.

What are some alternatives?

When comparing Compute.scala and Breeze you can also consider the following projects:

Numsca - numsca is numpy for scala

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

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

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

Axle - Axle Domain Specific Language for Scientific Cloud Computing and Visualization

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

Tyche - Statistics utilities for the JVM - in Scala!

Smile - Statistical Machine Intelligence & Learning Engine

Synapses - A group of neural-network libraries for functional and mainstream languages

Saddle

Rings - Rings: efficient JVM library for polynomial rings

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

Compute.scala vs Numsca Breeze vs ND4S Compute.scala vs Squants Breeze vs Spire Compute.scala vs Axle Breeze vs Apache Spark Compute.scala vs Tyche Breeze vs Smile Compute.scala vs Synapses Breeze vs Saddle Compute.scala vs Rings Breeze vs Zeppelin