Clustering4Ever VS Breeze

Compare Clustering4Ever vs Breeze and see what are their differences.

Clustering4Ever

C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering. (by Clustering4Ever)
Science and Data analysis Scala Spark Clustering clustering-algorithm clustering-evaluation Scalability Bigdata Big Data AI Artificial intelligence
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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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Clustering4Ever Breeze
- 3
127 3,432
0.0% 0.2%
0.0 5.1
about 3 years 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.

Clustering4Ever

Posts with mentions or reviews of Clustering4Ever. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Clustering4Ever 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 Clustering4Ever and Breeze you can also consider the following projects:

Smile - Statistical Machine Intelligence & Learning Engine

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

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

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

feathr - Feathr – A scalable, unified data and AI engineering platform for enterprise

OpenMOLE - Workflow engine for exploration of simulation models using high throughput computing

PredictionIO - PredictionIO, a machine learning server for developers and ML engineers.

Saddle

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

Numsca - numsca is numpy for scala

Clustering4Ever vs Smile Breeze vs ND4S Clustering4Ever vs Apache Spark Breeze vs Spire Clustering4Ever vs feathr Breeze vs Apache Spark Clustering4Ever vs OpenMOLE Breeze vs Smile Clustering4Ever vs PredictionIO Breeze vs Saddle Clustering4Ever vs Spark Notebook Breeze vs Numsca