Search *

38 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

machine-learning distributed-systems gbrt xgboost gbdt gbm

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

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

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

5775 883 154
haifengl/smile

Statistical Machine Intelligence & Learning Engine

Scala (JVM): 2.10 2.11 2.12 2.13

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

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

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

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

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

1850 337 38
azure/mmlspark

Microsoft Machine Learning for Apache Spark

Scala (JVM): 2.11

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

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 devel machine-learning integration pysparkling spark api h2o

890 364 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 deep-neural-networks machine-learning neural-network automatic-differentiation symbolic-computation dsl deep-learning functional-programming

622 68 16
deeplearning4j/datavec

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

Scala (JVM): 2.10 2.11

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

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

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

161 45 4
locationtech/rasterframes

Geospatial Raster support for Spark DataFrames

Scala (JVM): 2.11

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

143 31 7
linkedin/isolation-forest

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

Scala (JVM): 2.11 2.12

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

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

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

129 15 3
picnicml/doddle-model

:cake: doddle-model: machine learning in Scala

Scala (JVM): 2.11 2.12 2.13

scala machine-learning data-science doddle-model 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

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

88 20 4
cirg-up/cilib

Typesafe, purely functional Computational Intelligence

Scala (JVM): 2.10 2.11 2.12

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

82 99 17