Scala Science and Data analysis

Open-source Scala projects categorized as Science and Data analysis
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Top 17 Scala Science and Data analysis Projects

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Science and Data analysis

  1. Breeze

    Breeze is/was a numerical processing library for Scala.

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  3. Algebird

    Abstract Algebra for Scala

  4. Spire

    Powerful new number types and numeric abstractions for Scala. (by typelevel)

  5. Tensorflow_scala

    TensorFlow API for the Scala Programming Language

  6. Squants

    The Scala API for Quantities, Units of Measure and Dimensional Analysis

  7. FACTORIE

    FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

  8. Compute.scala

    Scientific computing with N-dimensional arrays

  9. Libra

    A dimensional analysis library based on dependent types (by to-ithaca)

  10. OpenMOLE

    Workflow engine for exploration of simulation models using high throughput computing

  11. Optimus * 96

    Optimus is a mathematical programming library for Scala. (by vagmcs)

  12. Clustering4Ever

    C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.

  13. Tyche

    Statistics utilities for the JVM - in Scala!

  14. LoMRF

    LoMRF is an open-source implementation of Markov Logic Networks

  15. MGO

    Purely functional genetic algorithms for multi-objective optimisation

  16. Axle

    Axle Domain Specific Language for Scientific Cloud Computing and Visualization (by pingel-org)

  17. SwiftLearner

    SwiftLearner: Scala machine learning library

  18. Persist-Units

    Scala Units of Measure Types (by nestorpersist)

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).

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Index

What are some of the best open-source Science and Data analysis projects in Scala? This list will help you:

# Project Stars
1 Breeze 3,454
2 Algebird 2,299
3 Spire 1,774
4 Tensorflow_scala 939
5 Squants 931
6 FACTORIE 552
7 Compute.scala 201
8 Libra 196
9 OpenMOLE 156
10 Optimus * 96 149
11 Clustering4Ever 132
12 Tyche 93
13 LoMRF 87
14 MGO 77
15 Axle 68
16 SwiftLearner 40
17 Persist-Units 9

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