Breeze vs Saddle

Breeze

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

Science and Data analysis

Source Code

scalanlp.org

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Saddle

By saddle

Science and Data analysis

DISCONTINUED

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Breeze		Saddle
	Project
3	Mentions	-
3,432	Stars	510
0.2%	Growth	-
5.1	Activity	0.0
2 months ago	Latest Commit	-
Scala	Language	HTML
Apache License 2.0	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.

Saddle

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

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

What are some alternatives?

When comparing Breeze and Saddle 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.

Algebird - Abstract Algebra for Scala

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

Spark Notebook - Interactive and Reactive Data Science using Scala and Spark.

Smile - Statistical Machine Intelligence & Learning Engine

Numsca - numsca is numpy for scala

FACTORIE - FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

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

Figaro - Figaro Programming Language and Core Libraries