Breeze VS Numsca

Compare Breeze vs Numsca and see what are their differences.

Breeze

Breeze is a numerical processing library for Scala. (by scalanlp)
Science and Data analysis
Source Code
scalanlp.org
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Numsca

numsca is numpy for scala (by botkop)
Science and Data analysis Scala Numpy Deep Learning Nd4j
Source Code
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Breeze Numsca
3 -
3,437 182
0.1% 0.0%
5.1 2.7
3 months ago over 1 year ago
Scala Jupyter Notebook
Apache License 2.0 BSD 2-clause "Simplified" License
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 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.

Numsca

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

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

What are some alternatives?

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

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

Compute.scala - Scientific computing with N-dimensional arrays

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

Algebird - Abstract Algebra for Scala

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

OscaR

Smile - Statistical Machine Intelligence & Learning Engine

Saddle

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

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

Breeze vs Spire Numsca vs Compute.scala Breeze vs ND4S Numsca vs Algebird Breeze vs Apache Spark Numsca vs OscaR Breeze vs Smile Numsca vs Apache Spark Breeze vs Saddle Numsca vs Axle Breeze vs Zeppelin Numsca vs Spire