Scala Science and Data analysis

Open-source Scala projects categorized as Science and Data analysis
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Topics: Scala Scientific Computing Machine Learning Big Data probabilistic-programming
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Top 17 Scala Science and Data analysis Projects

  • Breeze

    Breeze is a numerical processing library for Scala.

  • Algebird

    Abstract Algebra for Scala

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • Spire

    Powerful new number types and numeric abstractions for Scala.

  • Tensorflow_scala

    TensorFlow API for the Scala Programming Language

  • Squants

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

    • Project mention: Improving our safety with a physical quantities and units library | news.ycombinator.com | 2023-12-24

    Scala's squants library is a nice implementation of units-of-measure/dimensional-analysis http://www.squants.com

    In particular it uses types for dimensions; whilst units are just constructors. Hence `Meters(2)` and `Microns(7)` have the same type (`Length`).

  • FACTORIE

    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.

  • Compute.scala

    Scientific computing with N-dimensional arrays

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • Libra

    A dimensional analysis library based on dependent types (by to-ithaca)

  • Optimus * 96

    Optimus is a mathematical programming library for Scala. (by vagmcs)

  • OpenMOLE

    Workflow engine for exploration of simulation models using high throughput computing

  • Clustering4Ever

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

  • Tyche

    Statistics utilities for the JVM - in Scala!

  • LoMRF

    LoMRF is an open-source implementation of Markov Logic Networks

  • MGO

    Purely functional genetic algorithms for multi-objective optimisation

  • Axle

    Axle Domain Specific Language for Scientific Cloud Computing and Visualization (by axlelang)

  • SwiftLearner

    SwiftLearner: Scala machine learning library

  • Persist-Units

    Scala Units of Measure Types (by nestorpersist)

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Scala Science and Data analysis related posts

Index

What are some of the best open-source Science and Data analysis projects in Scala? This list will help you:

Project Stars
1 Breeze 3,437
2 Algebird 2,288
3 Spire 1,756
4 Tensorflow_scala 934
5 Squants 910
6 FACTORIE 553
7 Compute.scala 199
8 Libra 198
9 Optimus * 96 141
10 OpenMOLE 139
11 Clustering4Ever 128
12 Tyche 93
13 LoMRF 81
14 MGO 71
15 Axle 66
16 SwiftLearner 39
17 Persist-Units 9

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