Breeze
Breeze is a numerical processing library for Scala. (by scalanlp)
ND4S
ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J. (by deeplearning4j)
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| Breeze | ND4S | |
|---|---|---|
| 3 | 0 | |
| 3,409 | 302 | |
| 0.1% | - | |
| 4.2 | 0.0 | |
| about 1 year ago | over 3 years 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.
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.
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Data science in Scala
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.
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Machine learning on JVM
I haven't checked in on this project in a long time, but Breeze is something akin to NumPy/SciPy.
ND4S
Posts with mentions or reviews of ND4S.
We have used some of these posts to build our list of alternatives
and similar projects.
We haven't tracked posts mentioning ND4S yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
When comparing Breeze and ND4S you can also consider the following projects:
Spire - Powerful new number types and numeric abstractions for Scala.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Smile - Statistical Machine Intelligence & Learning Engine
Saddle
Numsca - numsca is numpy for scala
Zeppelin - Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
Algebird - Abstract Algebra for Scala
Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis
Compute.scala - Scientific computing with N-dimensional arrays
SynapseML - Simple and Distributed Machine Learning