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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.
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.
b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML
b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML
You might be interested in the saddle library which is a dataframe manipulation library similar to python pandas.
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