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43 results

microsoft/synapseml

Simple and Distributed Machine Learning

Scala versions: 2.11

deep-learning databricks apache-spark onnx lightgbm azure cognitive-services opencv big-data data-science spark ai microsoft machine-learning ml pyspark synapse scala http model-deployment

3770 86
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 versions: 2.11

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

2136 44
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 versions: 2.11 2.12

distributed-systems gbdt gbm gbrt xgboost machine-learning

23216 411
byzer-org/byzer-lang

Byzer (former MLSQL): A low-code open-source programming language for data pipeline, analytics and AI.

Scala versions: 2.11 2.12

bigdata machine-learning mlsql sql-like-dsl

1610 222 43
eaplatanios/tensorflow_scala

TensorFlow API for the Scala Programming Language

Scala versions: 2.11 2.12 2.13

deep-learning machine-learning scala tensorflow

907 8
thoughtworksinc/deeplearning.scala

A simple library for creating complex neural networks

Scala versions: 2.10 2.11 2.12

sbt plugins: 0.13

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

761 16
h2oai/sparkling-water

Sparkling Water provides H2O functionality inside Spark cluster

Scala versions: 2.10 2.11 2.12

devel rsparkling integration pysparkling spark machine-learning h2o api

931 142 46
feathr-ai/feathr

Feathr – An Enterprise-Grade, High Performance Feature Store

Scala versions: 2.12

feature-governance feature-management apache-spark azure data-science feature-engineering artificial-intelligence feature-store machine-learning feature-metadata mlops data-engineering feature-marketplace data-quality feature-platform

1053 372 25
haifengl/smile

Statistical Machine Intelligence & Learning Engine

Scala versions: 2.10 2.11 2.12 2.13

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

5588 51
linkedin/isolation-forest

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

Scala versions: 2.11 2.12

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

187 3
tailhq/dynaml

Scala Library/REPL for Machine Learning Research

Scala versions: 2.11

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

201 5
setl-framework/setl

A simple Spark-powered ETL framework that just works 🍺

Scala versions: 2.11 2.12

data-engineering etl-pipeline etl pipeline data-science spark scala machine-learning setl framework big-data modularization data-transformation dataset data-analysis

161 7
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 versions: 2.10 2.11

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

148 5
projectglow/glow

An open-source toolkit for large-scale genomic analysis

Scala versions: 2.11 2.12

genomics gwas spark delta regression machine-learning population-genetics

212 19
picnicml/doddle-model

:cake: doddle-model: machine learning in Scala.

Scala versions: 2.11 2.12 2.13

doddle-model data-science breeze scala machine-learning

142 8
ciren/cilib

Typesafe, purely functional Computational Intelligence

Scala versions: 2.10 2.11 2.12

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

121 16
emergentorder/onnx-scala

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning in Scala 3

Scala versions: 2.11 2.12 2.13 3.x

Scala.js versions: 0.6

scala3 neural-network machine-learning jvm deep-learning onnx deep-neural-networks scala dotty

106 3
spotify/noether

Scala Aggregators used for ML Model metrics monitoring

Scala versions: 2.11 2.12 2.13

machine-learning scala

86 10
eharmony/aloha

A scala-based feature generation and modeling framework

Scala versions: 2.10 2.11

feature-extraction machine-learning machinelearning

58 7
sansa-stack/archived-sansa-ml

SANSA Machine Learning Layer

Scala versions: 2.11

rdf owl semantic-web embeddings distributed-computing machine-learning

39 16