Scala Machine Learning

Open-source Scala projects categorized as Machine Learning | Edit details

Top 12 Scala Machine Learning Projects

  • GitHub repo SynapseML

    Microsoft Machine Learning for Apache Spark

    Project mention: Machine learning on JVM | reddit.com/r/scala | 2021-04-05

    Microsoft ML for Spark gets you a range of powerful ML features on Spark.

  • GitHub repo H2O

    Sparkling Water provides H2O functionality inside Spark cluster

  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo Tensorflow_scala

    TensorFlow API for the Scala Programming Language

  • GitHub repo DeepLearning.scala

    A simple library for creating complex neural networks

  • GitHub repo ScalNet

    A Scala wrapper for Deeplearning4j, inspired by Keras. Scala + DL + Spark + GPUs

  • GitHub repo DynaML

    Scala Library/REPL for Machine Learning Research

  • GitHub repo opaque-sql

    An encrypted data analytics platform

    Project mention: How to Run Spark SQL on Encrypted Data | dev.to | 2021-08-10

    Introducing Opaque SQL, an open-source platform for securely running Spark SQL queries on encrypted data. Built by top systems and security researchers at UC Berkeley, the platform uses hardware enclaves to securely execute queries on private data in an untrusted environment.

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo doddle-model

    :cake: doddle-model: machine learning in Scala.

  • GitHub repo CIlib

    Typesafe, purely functional Computational Intelligence

  • GitHub repo Orkestra

    Functional DevOps with Scala and Kubernetes

  • GitHub repo LynxKite

    The complete graph data science platform

  • GitHub repo LoMRF

    LoMRF is an open-source implementation of Markov Logic Networks

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-08-10.

Index

What are some of the best open-source Machine Learning projects in Scala? This list will help you:

Project Stars
1 SynapseML 2,450
2 H2O 909
3 Tensorflow_scala 881
4 DeepLearning.scala 754
5 ScalNet 343
6 DynaML 201
7 opaque-sql 151
8 doddle-model 141
9 CIlib 117
10 Orkestra 104
11 LynxKite 96
12 LoMRF 75
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