saddle VS Breeze

Compare saddle vs Breeze and see what are their differences.

saddle

SADDLE: Scala Data Library (by pityka)
Scala Linear Algebra Data Science Dataframe Matrix Data Numpy Pandas
Source Code
pityka.github.io
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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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saddle Breeze
1 3
37 3,433
- 0.2%
6.8 5.1
3 days 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.

saddle

Posts with mentions or reviews of saddle. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-05.
  • Data science in Scala
    5 projects | /r/scala | 5 Nov 2022
    You might be interested in the saddle library which is a dataframe manipulation library similar to python pandas.

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 saddle and Breeze you can also consider the following projects:

spark-nlp - State of the Art Natural Language Processing

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

hamilton - Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

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

SynapseML - Simple and Distributed Machine Learning

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

sketch - AI code-writing assistant that understands data content

Smile - Statistical Machine Intelligence & Learning Engine

photon-ml - A scalable machine learning library on Apache Spark

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.

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