Scala Science and Data Analysis

26 Science and Data Analysis packages and projects

• MLLib

  10.0 9.9 Scala

  Machine Learning framework for Spark

• PredictionIO

  9.9 7.8 Scala

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

• Smile

  9.7 7.5 L2 Java

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

• Zeppelin

  9.7 9.0 L2 Java

  Scala and Spark Notebook (like IPython Notebook)

• BigDL

  9.6 8.5 Scala

  BigDL is a distributed deep learning library for Apache Spark.

• Breeze

  9.5 5.7 Scala

  Breeze is a numerical processing library for Scala.

• Spark Notebook

  9.4 5.1 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 4.2 Scala

  Abstract Algebra for Scala.

• Spire

  8.9 7.4 Scala

  Powerful new number types and numeric abstractions for Scala.

• Figaro

  7.8 0.3 Scala

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

• FACTORIE

  7.5 0.0 Scala

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

• Squants

  6.9 6.3 Scala

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

• Saddle

  6.8 0.0 HTML

  A minimalist port of Pandas to Scala

• ND4S

  6.0 0.9 Scala

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

• Chalk

  5.6 0.0 Scala

  Chalk is a natural language processing library.

• Compute.scala

  4.4 6.4 Scala

  Scientific computing with N-dimensional arrays

• OpenMOLE

  3.7 9.6 Scala

  Workflow engine for exploration of simulation models using high performance computing

• rscala

  3.1 9.1 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.

• Tyche

  2.8 0.0 Scala

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

• Numsca

  2.6 4.7 Scala

  Numsca is Numpy for Scala.

• Axle

  2.3 7.2 Scala

  Spire-based DSL for scientific cloud computing.

• MGO

  2.2 7.4 Scala

  Modular multi-objective evolutionary algorithm optimization library enforcing immutability.

• Rings

  1.9 7.3 Java

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

• SwiftLearner

  1.8 0.0 Scala

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

• Persist-Units

  0.6 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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Popular Comparisons

• Breeze
  vs
  ND4S
• Saddle
  vs
  Breeze
• Spire
  vs
  Breeze
• MLLib
  vs
  Smile
• Spark Notebook
  vs
  Zeppelin

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