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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

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

13590 5022 383
haifengl/smile

Statistical Machine Intelligence & Learning Engine

Scala (JVM): 2.10 2.11 2.12 2.13

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

4829 988 46
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

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

4777 1723 132
azure/mmlspark

Microsoft Machine Learning for Apache Spark

Scala (JVM): 2.11

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

1581 342 38
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

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

1850 337 38
allwefantasy/mlsql

The Programming Language Designed For Big Data and AI

Scala (JVM): 2.11 2.12

machine-learning mlsql bigdata sql-like-dsl

1163 417 24
h2oai/sparkling-water

Sparkling Water provides H2O functionality inside Spark cluster

Scala (JVM): 2.10 2.11 2.12

spark api h2o devel machine-learning pysparkling rsparkling integration

860 357 39
thoughtworksinc/deeplearning.scala

A simple library for creating complex neural networks

Scala (JVM): 2.10 2.11 2.12

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

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

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

219 162 37
transcendent-ai-labs/dynaml

Scala Library/REPL for Machine Learning Research

Scala (JVM): 2.11

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

161 45 4
picnicml/doddle-model

:cake: doddle-model: machine learning in Scala

Scala (JVM): 2.11 2.12 2.13

doddle-model data-science scala machine-learning breeze

117 20 8
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

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

88 20 4
projectglow/glow

An open-source toolkit for large-scale genomic analysis

Scala (JVM): 2.11 2.12

genomics spark delta machine-learning

101 33 10
cirg-up/cilib

Typesafe, purely functional Computational Intelligence

Scala (JVM): 2.10 2.11 2.12

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

82 99 17
linkedin/isolation-forest

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

Scala (JVM): 2.11 2.12

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

67 16 3
locationtech/rasterframes

Geospatial Raster support for Spark DataFrames

Scala (JVM): 2.11

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

84 24 9
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-learning neural-network scala dotty machine-learning onnx jvm deep-neural-networks

51 3 2