Github stats for data science libraries - April, 2017
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Field of application (for combined infographics)LibraryTypeDescription
for what it is used?
CommitsContributorsReleasesWatchStarForkCommits / ContributorsCommits / ReleasesStar/ ContributorsLink
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Mathematics & EngineeringBreeze
Data Analysis & Math
Scientific computing, including linear algebra, optimization, and statistaical calculating3431892819422345643911827http://www.scalanlp.org/
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Mathematics & EngineeringSaddle
Data Analysis & Math
Manipulations on array-backed, indexed, one- and two-dimensional data structures1841034845958186146https://saddle.github.io/
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Mathematics & EngineeringScalalab
Data Analysis & Math
Computing in a MATLAB-like working style44107591423-59https://github.com/sterglee/scalalab
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Mathematics & EngineeringPuckNLPParsing of huge amount of text536113019622536536196http://www.scalanlp.org/
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Mathematics & EngineeringEpicNLPStatistical parsing, buildig complex systems via structured prediction17901511433807911916325http://www.scalanlp.org/
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VisualizationVegasVisualizationStatistical data visualizations21516122624138151817https://www.vegas-viz.org/
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VisualizationBreeze-vizVisualizationBuilding visualizations during a model development stage293161128131029
https://github.com/scalanlp/breeze/tree/master/viz
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Machine LearningSmileMachine LearningImplementation of machine learning algorithms such as Classification, Regression, Nearest Neighbor Search, Feature Selection etc.1195308230338461052136161https://haifengl.github.io/smile/
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Machine LearningApache Spark MLlib & MLMachine LearningMachine learning algorithms, basic statistic tools, constructing pipelines of different transformations on your data22073124150180614517135911841113https://spark.apache.org/mllib/
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Machine LearningDeepLearning.scalaMachine LearningCreating complex dynamic neural networks1874154464429491183731http://deeplearning.thoughtworks.school/
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Machine LearningSumming BirdMachine Learningintegration of batch and online MapReduce computations178533383221889249514761https://github.com/twitter/summingbird
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Machine LearningPredictionIOMachine LearningConstructing and deploying predictive engines438312547777104391722359284
http://predictionio.incubator.apache.org/index.html
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Mathematics & EngineeringAkkaAdditionalBuilding distributed applications on a JVM2229855223460576542418469216https://akka.io/
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Machine LearningBigDL235850619824385514739049https://bigdl-project.github.io/0.5.0/
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Data Manipulation & AnalysisSlickAdditionalCreating and executing database queries2037107591651900441213353http://slick.lightbend.com/
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Machine LearningDeeplearning4jDeep learning22938223
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Machine LearningConjectureData Analysis1558
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Data Manipulation & AnalysisAdamData Analysis177564
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Machine LearningH2O Sparkling WaterAdditional141633
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Mathematics & EngineeringApache KafkaAdditional5145442
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ActiveWizards.com
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13.02.2018
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