10

8

6

4

2


10.0

9.9

9.9

8.5

9.7

9.6

9.6

9.3

9.4

8.6

9.4

6.5

21 Science and Data Analysis packages and projects

  • MLLib

    10.0 9.9 Scala
    Machine Learning framework for Spark
  • PredictionIO

    9.9 8.5 Scala
    machine learning server for developers and data scientists. Built on Apache Spark, HBase and Spray
  • Zeppelin

    9.7 9.6 L2 Java
    Scala and Spark Notebook (like IPython Notebook)
  • Smile

    9.6 9.3 L2 Java
    Statistical Machine Intelligence and Learning Engine. Smile is a fast and comprehensive machine learning system.
  • Spark Notebook

    9.4 8.6 L1 JavaScript
    Scalable and stable Scala and Spark focused notebook bridging the gap between JVM and Data Scientists (incl. extendable, typesafe and reactive charts).
  • Breeze

    9.4 6.5 Scala
    Breeze is a numerical processing library for Scala.
  • BigDL

    9.2 9.8 Scala
    BigDL is a distributed deep learning library for Apache Spark.
  • Algebird

    9.1 6.8 Scala
    Abstract Algebra for Scala.
  • Spire

    8.9 7.6 Scala
    Powerful new number types and numeric abstractions for Scala.
  • FACTORIE

    7.5 2.3 Scala
    A toolkit for deployable probabilistic modeling, implemented as a software library in Scala.
  • Figaro

    7.3 4.1 Scala
    Figaro is a probabilistic programming language that supports development of very rich probabilistic models.
  • Saddle

    6.8 5.3 HTML
    A minimalist port of Pandas to Scala
  • Squants

    6.4 8.3 Scala
    The Scala API for Quantities, Units of Measure and Dimensional Analysis.
  • ND4S

    5.7 6.3 Scala
    N-Dimensional arrays and linear algebra for Scala with an API similar to Numpy. ND4S is a scala wrapper around ND4J.
  • Chalk

    5.4 0.6 Scala
    Chalk is a natural language processing library.
  • OpenMOLE

    3.2 9.7 Scala
    Workflow engine for exploration of simulation models using high performance computing
  • Tyche

    2.8 7.0 Scala
    Probability distributions, stochastic & Markov processes, lattice walks, simple random sampling. A simple yet robust Scala library.
  • Axle

    2.4 9.4 Scala
    Spire-based DSL for scientific cloud computing.
  • MGO

    1.9 5.8 Scala
    Modular multi-objective evolutionary algorithm optimization library enforcing immutability.
  • Persist-Units

    0.6 1.1 Scala
    Type check units of measure in Scala.
  • OscaR

    0.2 -
    a Scala toolkit for solving Operations Research problems

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