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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 -
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 -
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 -
haifengl/smile
Statistical Machine Intelligence & Learning Engine
Scala (JVM): 2.10 2.11 2.12 2.13 -
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 -
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 -
azure/mmlspark
Microsoft Machine Learning for Apache Spark
Scala (JVM): 2.11 -
allwefantasy/mlsql
The Programming Language Designed For Big Data and AI
Scala (JVM): 2.11 2.12 -
h2oai/sparkling-water
Sparkling Water provides H2O functionality inside Spark cluster
Scala (JVM): 2.10 2.11 2.12 -
eaplatanios/tensorflow_scala
TensorFlow API for the Scala Programming Language
Scala (JVM): 2.11 2.12 2.13 -
thoughtworksinc/deeplearning.scala
A simple library for creating complex neural networks
Scala (JVM): 2.10 2.11 2.12 -
deeplearning4j/datavec
ETL Library for Machine Learning - data pipelines, data munging and wrangling
Scala (JVM): 2.10 2.11 -
transcendent-ai-labs/dynaml
Scala Library/REPL for Machine Learning Research
Scala (JVM): 2.11 -
picnicml/doddle-model
:cake: doddle-model: machine learning in Scala
Scala (JVM): 2.11 2.12 2.13 -
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 -
cirg-up/cilib
Typesafe, purely functional Computational Intelligence
Scala (JVM): 2.10 2.11 2.12 -
spotify/noether
Scala Aggregators used for ML Model metrics monitoring
Scala (JVM): 2.11 2.12 2.13 -
locationtech/rasterframes
Geospatial Raster support for Spark DataFrames
Scala (JVM): 2.11 -
eharmony/aloha
A scala-based feature generation and modeling framework
Scala (JVM): 2.10 2.11