microsoft/synapseml   1.0.5

Simple and Distributed Machine Learning

salesforce/transmogrifai   0.7.0

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

spotify/scio   0.9.6

A Scala API for Apache Beam and Google Cloud Dataflow.

spotify/featran   0.8.0

A Scala feature transformation library for data science and machine learning

autodeployai/pmml4s   1.0.2

PMML scoring library for Scala

databrickslabs/automl-toolkit   0.7.2

Toolkit for Apache Spark ML for Feature clean-up, feature Importance calculation suite, Information Gain selection, Distributed SMOTE, Model selection and training, Hyper parameter optimization and selection, Model interprability.

autodeployai/pmml4s-spark   1.0.2

PMML scoring library for Spark as SparkML Transformer

liquidsvm/liquidsvm   0.6.0

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

apache/flink-ml   2.0.0

Machine learning library of Apache Flink