10

8

6

4

2


10.0

9.9
MLLib

9.9

8.5
PredictionIO

9.7

9.6
Zeppelin

9.6

8.9
Smile

9.4

8.7
Spark Notebook

9.4

6.9
Breeze

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 8.9 L2 Java
    Statistical Machine Intelligence and Learning Engine. Smile is a fast and comprehensive machine learning system.

  • Spark Notebook

    9.4 8.7 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 6.9 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 7.3 Scala
    Abstract Algebra for Scala.

  • Spire

    8.9 8.0 Scala
    Powerful new number types and numeric abstractions for Scala.

  • FACTORIE

    7.6 2.8 Scala
    A toolkit for deployable probabilistic modeling, implemented as a software library in Scala.

  • Figaro

    7.3 5.5 Scala
    Figaro is a probabilistic programming language that supports development of very rich probabilistic models.

  • Saddle

    6.8 3.0 HTML
    A minimalist port of Pandas to Scala

  • Squants

    6.5 8.2 Scala
    The Scala API for Quantities, Units of Measure and Dimensional Analysis.

  • Chalk

    5.5 0.8 Scala
    Chalk is a natural language processing library.

  • ND4S

    5.5 5.5 Scala
    N-Dimensional arrays and linear algebra for Scala with an API similar to Numpy. ND4S is a scala wrapper around ND4J.

  • OpenMOLE

    3.3 9.5 Scala
    Workflow engine for exploration of simulation models using high performance computing

  • Tyche

    2.8 7.6 Scala
    Probability distributions, stochastic & Markov processes, lattice walks, simple random sampling. A simple yet robust Scala library.

  • Axle

    2.4 9.6 Scala
    Spire-based DSL for scientific cloud computing.

  • MGO

    2.0 6.3 Scala
    Modular multi-objective evolutionary algorithm optimization library enforcing immutability.

  • Persist-Units

    0.6 1.5 Scala
    Type check units of measure in Scala.

  • OscaR

    0.2 -
    a Scala toolkit for solving Operations Research problems

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