10

8

6

4

2


10.0

10.0
MLLib

9.9
0.0
PredictionIO

9.8

8.4
Zeppelin

9.8

9.9
BigDL

9.7

9.9
Smile

9.5
0.0
Spark Notebook

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

    • InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
    Promo www.influxdata.com
    InfluxDB Logo

  • Zeppelin

    9.8 8.4 L2 Java
    Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

  • BigDL

    9.8 9.9 Python
    Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, MiniCPM, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, GraphRAG, DeepSpeed, vLLM, FastChat, Axolotl, etc.

  • Smile

    9.7 9.9 L2 Java
    Statistical Machine Intelligence & Learning Engine

  • Spark Notebook

    9.5 0.0 L1 JavaScript
    Interactive and Reactive Data Science using Scala and Spark.

  • Breeze

    9.5 6.4 Scala
    Breeze is/was a numerical processing library for Scala.

  • Algebird

    9.3 5.0 Scala
    Abstract Algebra for Scala

  • Spire

    8.9 3.5 Scala
    Powerful new number types and numeric abstractions for Scala.

  • Tensorflow_scala

    8.0 0.0 Scala
    TensorFlow API for the Scala Programming Language

  • Figaro

    7.9 0.0 HTML
    Figaro Programming Language and Core Libraries

  • Squants

    7.7 1.7 Scala
    The Scala API for Quantities, Units of Measure and Dimensional Analysis

  • FACTORIE

    7.4 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
    DISCONTINUED. A minimalist port of Pandas to Scala

  • ND4S

    6.1 0.0 Scala
    DISCONTINUED. ND4S: N-Dimensional Arrays for Scala. Scientific Computing a la Numpy. Based on ND4J.

  • Chalk

    5.7 0.0 Scala
    DISCONTINUED. Chalk is a natural language processing library.

  • Compute.scala

    4.8 0.0 Scala
    Scientific computing with N-dimensional arrays

  • OpenMOLE

    4.5 9.6 Scala
    Workflow engine for exploration of simulation models using high throughput computing

  • Libra

    4.5 0.0 Scala
    A dimensional analysis library based on dependent types

  • Numsca

    4.4 0.0 Jupyter Notebook
    numsca is numpy for scala

  • Optimus * 96

    4.1 0.0 Scala
    Optimus is a mathematical programming library for Scala.

  • Clustering4Ever

    4.0 0.0 Scala
    C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.

  • rscala

    3.5 6.1 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

    2.8 0.0 Scala
    Statistics utilities for the JVM - in Scala!

  • MGO

    2.8 6.5 Scala
    Purely functional genetic algorithms for multi-objective optimisation

  • Rings

    2.7 3.5 Java
    Rings: efficient JVM library for polynomial rings

  • Synapses

    2.5 0.0 Elixir
    A group of neural-network libraries for functional and mainstream languages

  • Axle

    2.4 5.5 Scala
    Axle Domain Specific Language for Scientific Cloud Computing and Visualization

  • 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
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