Scala Science and Data Analysis

32 Science and Data Analysis packages and projects

• MLLib

  10.0 10.0 Scala

  Apache Spark - A unified analytics engine for large-scale data processing
  

• PredictionIO

  9.9 0.0 Scala

  PredictionIO, a machine learning server for developers and ML engineers.
  

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• Zeppelin

  9.8 9.0 L2 Java

  Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
  

• Smile

  9.7 9.3 L2 Java

  Statistical Machine Intelligence & Learning Engine

• BigDL

  9.6 10.0 Jupyter Notebook

  Building Large-Scale AI Applications for Distributed Big Data
  

• Breeze

  9.5 8.4 Scala

  Breeze is a numerical processing library for Scala.
  

• Spark Notebook

  9.5 0.6 L1 JavaScript

  Interactive and Reactive Data Science using Scala and Spark.
  

• Algebird

  9.2 8.4 Scala

  Abstract Algebra for Scala
  

• Spire

  8.9 9.5 Scala

  Powerful new number types and numeric abstractions for Scala.
  

• Figaro

  8.0 1.3 Scala

  Figaro Programming Language and Core Libraries
  

• Tensorflow_scala

  8.0 6.1 Scala

  TensorFlow API for the Scala Programming Language

• Squants

  7.7 7.5 Scala

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

• FACTORIE

  7.6 0.0 Scala

  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.
  

• Saddle

  6.9 0.0 HTML

  A minimalist port of Pandas to Scala

• ND4S

  6.0 0.0 Scala

  ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.
  

• Chalk

  5.7 0.0 Scala

  Chalk is a natural language processing library.

• Compute.scala

  5.0 0.0 Scala

  Scientific computing with N-dimensional arrays
  

• Libra

  4.8 0.0 Scala

  A dimensional analysis library based on dependent types
  

• OpenMOLE

  4.4 9.1 Scala

  Workflow engine for exploration of simulation models using high throughput computing
  

• Numsca

  4.4 0.8 Jupyter Notebook

  numsca is numpy for scala
  

• Optimus * 96

  4.0 4.5 Scala

  Optimus is a mathematical programming library for Scala.

• Clustering4Ever

  3.9 0.2 Scala

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

• rscala

  3.6 1.1 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.

• LoMRF

  3.2 0.0 Scala

  LoMRF is an open-source implementation of Markov Logic Networks

• Tyche

  3.0 0.0 Scala

  Statistics utilities for the JVM - in Scala!

• MGO

  2.8 6.0 Scala

  Purely functional genetic algorithms for multi-objective optimisation
  

• Axle

  2.6 5.1 Scala

  Axle Domain Specific Language for Scientific Cloud Computing and Visualization

• Rings

  2.5 2.2 Java

  Rings: efficient JVM library for polynomial rings

• Synapses

  2.4 4.5 Elixir

  A group of neural-network libraries for functional and mainstream languages

• SwiftLearner

  2.2 0.0 Scala

  SwiftLearner: Scala machine learning library

• Persist-Units

  0.9 0.0 Scala

  Scala Units of Measure Types

• OscaR

  0.2 -

  a Scala toolkit for solving Operations Research problems

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

Static code analysis for 29 languages. sponsored www.sonarqube.org

Popular Comparisons

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

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