Algebird VS Smile

Compare Algebird vs Smile and see what are their differences.

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Algebird Smile
1 5
2,147 5,531
0.8% -
7.7 8.5
about 2 months ago about 1 month ago
Scala Java
Apache License 2.0 GNU General Public License v3.0 or later
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.

Algebird

Posts with mentions or reviews of Algebird. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-05.
  • Symbolics.jl: A Modern Computer Algebra System for a Modern Language
    6 projects | news.ycombinator.com | 5 Mar 2021
    Hey, I have... I'm a co-author of Algebird[0], which has many ideas that I'd pull over.

    I'm hoping to introduce Clojure's "spec" or "schema" libraries so that the types at play can at least be inspectable inside the system. In a fully typed language, I'd implement the extensible generics as typeclasses.

    I suspect it would make it quite a bit tougher (at least in the approach I'm imagining) for folks to write new generic functions, due to many type constructors...

    On the other hand, the complexity is there, even if you don't write it down!

    It would be a big project, and a worthy effort, to write down types for everything in SICM.

    [0] https://github.com/twitter/algebird

Smile

Posts with mentions or reviews of Smile. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-27.

What are some alternatives?

When comparing Algebird and Smile you can also consider the following projects:

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

Deeplearning4j - Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

Weka

Breeze - Breeze is a numerical processing library for Scala.

grobid - A machine learning software for extracting information from scholarly documents

Apache Flink - Apache Flink

JSAT - Java Statistical Analysis Tool, a Java library for Machine Learning

Apache Mahout - Mirror of Apache Mahout

H2O - Sparkling Water provides H2O functionality inside Spark cluster

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

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