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36 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 gbm gbdt machine-learning gbrt xgboost

20214 7834 413
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 mxnet distributed-systems deep-neural-networks artificial-intelligence machine-learning

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

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

5433 836 157
haifengl/smile

Statistical Machine Intelligence & Learning Engine

Scala (JVM): 2.10 2.11 2.12 2.13

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

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

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

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

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

1850 337 38
azure/mmlspark

Microsoft Machine Learning for Apache Spark

Scala (JVM): 2.11

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

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

rsparkling machine-learning spark h2o pysparkling integration api devel

876 361 39
eaplatanios/tensorflow_scala

TensorFlow API for the Scala Programming Language

Scala (JVM): 2.11 2.12 2.13

tensorflow machine-learning deep-learning scala

817 86 8
thoughtworksinc/deeplearning.scala

A simple library for creating complex neural networks

Scala (JVM): 2.10 2.11 2.12

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

622 68 16
deeplearning4j/datavec

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

Scala (JVM): 2.10 2.11

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

219 162 37
transcendent-ai-labs/dynaml

Scala Library/REPL for Machine Learning Research

Scala (JVM): 2.11

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

161 45 4
projectglow/glow

An open-source toolkit for large-scale genomic analysis

Scala (JVM): 2.11 2.12

genomics spark delta machine-learning

128 40 11
picnicml/doddle-model

:cake: doddle-model: machine learning in Scala

Scala (JVM): 2.11 2.12 2.13

breeze machine-learning scala doddle-model data-science

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

88 20 4
cirg-up/cilib

Typesafe, purely functional Computational Intelligence

Scala (JVM): 2.10 2.11 2.12

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

82 99 17
spotify/noether

Scala Aggregators used for ML Model metrics monitoring

Scala (JVM): 2.11 2.12 2.13

machine-learning scala

70 12 9
locationtech/rasterframes

Geospatial Raster support for Spark DataFrames

Scala (JVM): 2.11

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

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