Data science in Scala

This page summarizes the projects mentioned and recommended in the original post on /r/scala
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  1. Breeze

    Breeze is/was a numerical processing library for 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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  3. spark-nlp

    State of the Art Natural Language Processing

    I am not aware of common open frameworks like Tensorflow, PyTorch or Scikit-learn for Scala. But specifically for natural language processing, there's SparkNLP from John Snow Labs.

  4. SynapseML

    Simple and Distributed Machine Learning

    b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML

  5. photon-ml

    A scalable machine learning library on Apache Spark

    b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML

  6. saddle

    SADDLE: Scala Data Library (by pityka)

    You might be interested in the saddle library which is a dataframe manipulation library similar to python pandas.

  7. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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Did you know that Scala is
the 38th most popular programming language
based on number of references?

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