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41 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

gbm distributed-systems machine-learning gbrt xgboost gbdt

21722 8178 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

distributed-systems deep-neural-networks deep-learning 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

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

5986 906 162
haifengl/smile

Statistical Machine Intelligence & Learning Engine

Scala (JVM): 2.10 2.11 2.12 2.13

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

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

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

4777 1723 132
alibaba/alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Scala (JVM): 2.11

python flink feature-engineering kafka clustering apriori java graph-algorithms word2vec recommender-system machine-learning fm xgboost statistics regression classification flink-ml flink-machine-learning data-mining recommender

2845 668 14
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

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

1850 337 38
azure/mmlspark

Microsoft Machine Learning for Apache Spark

Scala (JVM): 2.11

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

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

1347 489 35
h2oai/sparkling-water

Sparkling Water provides H2O functionality inside Spark cluster

Scala (JVM): 2.10 2.11 2.12

spark devel rsparkling h2o integration api pysparkling machine-learning

905 366 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

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

622 68 16
deeplearning4j/datavec

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

Scala (JVM): 2.10 2.11

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

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

173 48 13
transcendent-ai-labs/dynaml

Scala Library/REPL for Machine Learning Research

Scala (JVM): 2.11

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

161 45 4
locationtech/rasterframes

Geospatial Raster support for Spark DataFrames

Scala (JVM): 2.11 2.12

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

158 34 9
linkedin/isolation-forest

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

Scala (JVM): 2.11 2.12

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

153 32 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 spark scala linkedin machine-learning fairness-ai 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 data-science breeze machine-learning

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

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

88 20 4