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Awesome Scala

Probability, Statistics and Machine Learning

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Scala 3.x (7)
Scala 2.13 (11)
Scala 2.12 (21)
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JVM (32)
Scala.js 1.x (2)
Scala.js 0.6 (1)
Scala Native 0.4 (1)
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apache/predictionio

PredictionIO, a machine learning server for developers and ML engineers.

Scala versions: 2.10

big-data predictionio scala

12554 2004 0 131
microsoft/synapseml

Simple and Distributed Machine Learning

Scala versions: 2.11 2.12

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

4875 822 100
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

2220 396 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

25050 8688 409
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

1793 552 45
eaplatanios/tensorflow_scala

TensorFlow API for the Scala Programming Language

Scala versions: 2.11 2.12 2.13

deep-learning machine-learning scala tensorflow

929 101 7
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

763 89 16
h2oai/sparkling-water

Sparkling Water provides H2O functionality inside Spark cluster

Scala versions: 2.10 2.11 2.12

rsparkling integration big-data pysparkling pyspark spark scala h2o machine-learning

956 373 45
amplab/keystone

Simplifying robust end-to-end machine learning on Apache Spark.

Scala versions: 2.10 2.11

468 123 0 9
spotify/featran

A Scala feature transformation library for data science and machine learning

Scala versions: 2.11 2.12 2.13 3.x

scio flink ml spark scala xgboost tensorflow scalding data algebird breeze

466 72 22
stripe-archive/brushfire

Distributed decision tree ensemble learning in Scala

Scala versions: 2.10 2.11 2.12

396 50 20
haifengl/smile

Statistical Machine Intelligence & Learning Engine

Scala versions: 2.10 2.11 2.12 2.13 3.x

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

5849 1126 50
scalanlp/nak

The Nak Machine Learning Library

Scala versions: 2.10 2.11

340 84 0 12
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

198 51 5
cloudml/zen

Zen aims to provide the largest scale and the most efficient machine learning platform on top of Spark, including but not limited to logistic regression, latent dirichilet allocation, factorization machines and DNN.

Scala versions: 2.10 2.11

170 75 7
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

139 23 8
botkop/scorch

scorch is a deep learning framework in Scala inspired by PyTorch

Scala versions: 2.12

autograd deep-learning pytorch scala

137 14 2
emergentorder/onnx-scala

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

Scala versions: 2.11 2.12 2.13 3.x

Scala.js versions: 0.6 1.x

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

134 10 4
clustering4ever/clustering4ever

C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.

Scala versions: 2.11

big-data scalability spark artificial-intelligence scala ai clustering-evaluation clustering bigdata clustering-algorithm

127 13 5
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

123 102 16

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