10

8

6

4

2


10.0

9.9
MLLib

9.9

6.5
PredictionIO

9.7

8.7
Smile

9.7

9.3
Zeppelin

9.5

7.9
Breeze

9.5

9.5
BigDL

26 Science and Data Analysis packages and projects

  • MLLib

    10.0 9.9 Scala
    Machine Learning framework for Spark

  • PredictionIO

    9.9 6.5 Scala
    machine learning server for developers and data scientists. Built on Apache Spark, HBase and Spray

  • Smile

    9.7 8.7 L2 Java
    Statistical Machine Intelligence and Learning Engine. Smile is a fast and comprehensive machine learning system.

  • Zeppelin

    9.7 9.3 L2 Java
    Scala and Spark Notebook (like IPython Notebook)

  • Breeze

    9.5 7.9 Scala
    Breeze is a numerical processing library for Scala.

  • BigDL

    9.5 9.5 Scala
    BigDL is a distributed deep learning library for Apache Spark.

  • Spark Notebook

    9.4 6.4 L1 JavaScript
    Scalable and stable Scala and Spark focused notebook bridging the gap between JVM and Data Scientists (incl. extendable, typesafe and reactive charts).

  • Algebird

    9.2 5.9 Scala
    Abstract Algebra for Scala.

  • Spire

    8.9 8.2 Scala
    Powerful new number types and numeric abstractions for Scala.

  • Figaro

    7.8 5.2 Scala
    Figaro is a probabilistic programming language that supports development of very rich probabilistic models.

  • FACTORIE

    7.5 2.2 Scala
    A toolkit for deployable probabilistic modeling, implemented as a software library in Scala.

  • Saddle

    6.9 0.0 HTML
    A minimalist port of Pandas to Scala

  • Squants

    6.7 4.7 Scala
    The Scala API for Quantities, Units of Measure and Dimensional Analysis.

  • ND4S

    6.1 3.9 Scala
    N-Dimensional arrays and linear algebra for Scala with an API similar to Numpy. ND4S is a scala wrapper around ND4J.

  • Chalk

    5.5 0.0 Scala
    Chalk is a natural language processing library.

  • Compute.scala

    4.3 9.5 Scala
    Scientific computing with N-dimensional arrays

  • OpenMOLE

    3.5 9.8 Scala
    Workflow engine for exploration of simulation models using high performance computing

  • Tyche

    2.9 0.6 Scala
    Probability distributions, stochastic & Markov processes, lattice walks, simple random sampling. A simple yet robust Scala library.

  • rscala

    2.6 9.3 R
    The Scala interpreter is embedded in R and callbacks to R from the embedded interpreter are supported. Conversely, the R interpreter is embedded in Scala.

  • Axle

    2.4 7.8 Scala
    Spire-based DSL for scientific cloud computing.

  • MGO

    2.3 8.0 Scala
    Modular multi-objective evolutionary algorithm optimization library enforcing immutability.

  • Numsca

    1.9 6.5 Scala
    Numsca is Numpy for Scala.

  • SwiftLearner

    1.7 0.0 Scala
    Simply written algorithms to help study Machine Learning or write your own implementations.

  • Rings

    1.5 8.7 Java
    An efficient library for polynomial rings. Commutative algebra, polynomial GCDs, polynomial factorization and other sci things at a really high speed.

  • Persist-Units

    0.5 0.0 Scala
    Type check units of measure in Scala.

  • OscaR

    0.2 -
    a Scala toolkit for solving Operations Research problems
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