photon-ml VS Breeze

Compare photon-ml vs Breeze and see what are their differences.

photon-ml

A scalable machine learning library on Apache Spark (by linkedin)
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Breeze

Breeze is a numerical processing library for Scala. (by scalanlp)
Science and Data analysis
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scalanlp.org
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photon-ml Breeze
1 3
791 3,433
0.0% 0.2%
10.0 5.1
over 2 years ago 2 months ago
Terra Scala
GNU General Public License v3.0 or later 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.

photon-ml

Posts with mentions or reviews of photon-ml. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-05.

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 photon-ml and Breeze you can also consider the following projects:

spark-nlp - State of the Art Natural Language Processing

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

SynapseML - Simple and Distributed Machine Learning

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

saddle - SADDLE: Scala Data Library

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

photon-ml vs spark-nlp Breeze vs Spire photon-ml vs SynapseML Breeze vs ND4S photon-ml vs saddle Breeze vs Apache Spark Breeze vs Smile Breeze vs Saddle Breeze vs Numsca Breeze vs Zeppelin Breeze vs Algebird Breeze vs Squants