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40 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, Dask, Flink and DataFlow

Scala (JVM): 2.11 2.12

distributed-systems gbrt machine-learning xgboost gbm gbdt

20917 7982 412
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 deep-learning distributed-systems machine-learning mxnet artificial-intelligence

13590 5022 383
catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Scala (JVM): 2.11 2.12

categorical-features cuda gradient-boosting python machine-learning big-data gpu gbdt r tutorial gpu-computing coreml data-science decision-trees kaggle gbm data-mining catboost

5986 906 162
haifengl/smile

Statistical Machine Intelligence & Learning Engine

Scala (JVM): 2.10 2.11 2.12 2.13

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

5083 1007 47
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

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

4777 1723 132
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

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

1850 337 38
azure/mmlspark

Microsoft Machine Learning for Apache Spark

Scala (JVM): 2.11

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

1581 342 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

integration machine-learning devel rsparkling pysparkling api spark h2o

899 363 42
eaplatanios/tensorflow_scala

TensorFlow API for the Scala Programming Language

Scala (JVM): 2.11 2.12 2.13

tensorflow machine-learning deep-learning scala

857 88 8
thoughtworksinc/deeplearning.scala

A simple library for creating complex neural networks

Scala (JVM): 2.10 2.11 2.12

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

622 68 16
deeplearning4j/datavec

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

Scala (JVM): 2.10 2.11

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

219 162 37
projectglow/glow

An open-source toolkit for large-scale genomic analysis

Scala (JVM): 2.11 2.12

genomics spark delta machine-learning

166 44 11
transcendent-ai-labs/dynaml

Scala Library/REPL for Machine Learning Research

Scala (JVM): 2.11

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

161 45 4
locationtech/rasterframes

Geospatial Raster support for Spark DataFrames

Scala (JVM): 2.11

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

143 31 7
linkedin/isolation-forest

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

Scala (JVM): 2.11 2.12

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

141 28 3
linkedin/lift

The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.

Scala (JVM): 2.11 2.12

fairness linkedin fairness-ai scala machine-learning spark fairness-ml

129 15 3
picnicml/doddle-model

:cake: doddle-model: machine learning in Scala

Scala (JVM): 2.11 2.12 2.13

doddle-model scala machine-learning data-science 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

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

88 20 4
cirg-up/cilib

Typesafe, purely functional Computational Intelligence

Scala (JVM): 2.10 2.11 2.12

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

82 99 17