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33 results

dmlc/xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

Scala (JVM): 2.11 2.12

machine-learning gbm xgboost gbrt distributed-systems gbdt

18826 7487 404
apache/incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

Scala (JVM): 2.10

deep-neural-networks machine-learning artificial-intelligence mxnet distributed-systems deep-learning

13590 5022 383
h2oai/h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Scala (JVM): 2.10 2.11

h2o java multi-threading machine-learning python automl ensemble-learning distributed hadoop naive-bayes r big-data gpu pca gbm random-forest spark opensource data-science deep-learning

4777 1723 132
haifengl/smile

Statistical Machine Intelligence & Learning Engine

Scala (JVM): 2.10 2.11 2.12 2.13

graph statistics linear-algebra machine-learning dataframe manifold-learning nlp regression multidimensional-scaling computer-algebra-system wavelet classification interpolation visualization nearest-neighbor-search clustering data-science genetic-algorithm deep-learning

4720 972 44
salesforce/transmogrifai

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Scala (JVM): 2.11

salesforce pipelines feature-engineering estimators machine-learning transmogrification automl structured-data transformers transformations dsl sparkml automated-machine-learning scala transmogrify ml spark features ai einstein

1655 282 33
azure/mmlspark

Microsoft Machine Learning for Apache Spark

Scala (JVM): 2.11

http machine-learning lightgbm scala databricks pyspark azure cognitive-services ml cntk microsoft-machine-learning model-deployment spark microsoft ai deep-learning

1581 342 38
h2oai/sparkling-water

Sparkling Water provides H2O functionality inside Spark cluster

Scala (JVM): 2.10 2.11

h2o machine-learning integration devel pysparkling api spark rsparkling

845 354 40
allwefantasy/streamingpro

The Programming Language Designed For Big Data and AI

Scala (JVM): 2.11

machine-learning mlsql bigdata sql-like-dsl

1064 394 23
thoughtworksinc/deeplearning.scala

A simple library for creating complex neural networks

Scala (JVM): 2.10 2.11 2.12

deep-neural-networks machine-learning functional-programming neural-network automatic-differentiation dsl scala symbolic-computation domain-specific-language deep-learning

622 68 16
eaplatanios/tensorflow_scala

TensorFlow API for the Scala Programming Language

Scala (JVM): 2.11 2.12

tensorflow machine-learning deep-learning scala

524 55 7
deeplearning4j/datavec

ETL Library for Machine Learning - data pipelines, data munging and wrangling

Scala (JVM): 2.10 2.11

data-munging formatter machine-learning pipeline etl transformations hadoop-ecosystem datapipeline writables spark schema svmlight

219 162 37
transcendent-ai-labs/dynaml

Scala Library/REPL for Machine Learning Research

Scala (JVM): 2.11

gaussian-processes scala-library machine-learning committee-models repl scala regression machine-learning-api kernel-methods machine-learning-algorithms classification tensorflow

161 45 4
picnicml/doddle-model

:cake: doddle-model: machine learning in Scala

Scala (JVM): 2.11 2.12 2.13

breeze machine-learning doddle-model scala data-science

117 20 8
projectglow/glow

An open-source toolkit for large-scale genomic analysis

Scala (JVM): 2.11 2.12

genomics spark delta machine-learning

99 33 10
sparkling-graph/sparkling-graph

SparklingGraph provides easy to use set of features that will give you ability to proces large scala graphs using Spark and GraphX.

Scala (JVM): 2.10 2.11

graph-algorithms graph heuristics machine-learning dsl comunity-detection-methods vertex big-data measure spark approximation network-analysis coarsing link-predication

88 20 4
locationtech/rasterframes

Geospatial Raster support for Spark DataFrames

Scala (JVM): 2.11

image-processing machine-learning earth-observation sparksql scala spark spark-ml geotrellis

84 24 9
cirg-up/cilib

Typesafe, purely functional Computational Intelligence

Scala (JVM): 2.10 2.11 2.12

optimization-algorithms machine-learning functional-programming computational-intelligence cilib scala

82 99 17
linkedin/isolation-forest

A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

Scala (JVM): 2.11 2.12

linkedin machine-learning anomaly-detection scala outlier-detection unsupervised-learning spark isolation-forest

67 16 3
eharmony/aloha

A scala-based feature generation and modeling framework

Scala (JVM): 2.10 2.11

machine-learning machinelearning feature-extraction

50 12 7
emergentorder/onnx-scala

An ONNX (Open Neural Network eXchange) API, Code Generator and Backend(s) for Typeful, Functional Deep Learning in Scala

Scala (JVM): 2.11 2.12 2.13 dotty

Scala.js: 0.6

deep-neural-networks machine-learning scalajs dotty neural-network scala onnx jvm deep-learning

48 3 2