Awesome Scala

Probability, Statistics and Machine Learning

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Scala 3.x (7)
Scala 2.13 (8)
Scala 2.12 (12)
Scala 2.11 (14)
Scala 2.10 (6)

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JVM (31)
Scala.js 1.x (2)
Scala Native 0.4 (1)

apache/predictionio 0.9.6

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

Scala versions: 2.10

big-data predictionio scala

12529 1926 130
microsoft/synapseml 1.0.9

Simple and Distributed Machine Learning

Scala versions: 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

5098 841 103
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

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

2252 397 44
byzer-org/byzer-lang 2.1.0

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

1836 548 45
dmlc/xgboost 2.1.4

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: 2.12 2.13

distributed-systems gbdt gbm gbrt xgboost machine-learning

26610 8746 405
eaplatanios/tensorflow_scala 0.6.5

TensorFlow API for the Scala Programming Language

Scala versions: 2.12 2.13

deep-learning machine-learning scala tensorflow

939 94 7
thoughtworksinc/deeplearning.scala 1.0.0-M0

A simple library for creating complex neural networks

Scala versions: 2.10 2.11

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

769 86 16
h2oai/sparkling-water 2.4.13

Sparkling Water provides H2O functionality inside Spark cluster

Scala versions: 2.11

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

966 360 49
amplab/keystone 0.4.0

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

Scala versions: 2.10 2.11

470 117 8
spotify/featran 0.8.0

A Scala feature transformation library for data science and machine learning

Scala versions: 2.12 2.13 3.x

scio flink ml spark scala xgboost tensorflow scalding data algebird breeze

466 68 22
stripe-archive/brushfire 0.7.2

Distributed decision tree ensemble learning in Scala

Scala versions: 2.10 2.11

392 50 20
haifengl/smile 4.2.0

Statistical Machine Intelligence & Learning Engine

Scala versions: 2.13 3.x

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

6116 1136 51
scalanlp/nak 1.3

The Nak Machine Learning Library

Scala versions: 2.10 2.11

341 83 12
tailhq/dynaml 1.5.3

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 51 5
cloudml/zen 0.1

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
botkop/scorch 0.1.1

scorch is a deep learning framework in Scala inspired by PyTorch

Scala versions: 2.12

autograd deep-learning pytorch scala

142 15 2
picnicml/doddle-model 0.0.1-beta5

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

Scala versions: 2.11 2.12 2.13

doddle-model data-science breeze scala machine-learning

137 23 8
emergentorder/onnx-scala 0.17.0

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

Scala versions: 3.x

Scala.js versions: 1.x

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

138 8 4
clustering4ever/clustering4ever 0.11.0

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

130 12 5
ciren/cilib 2.0.1

Typesafe, purely functional Computational Intelligence

Scala versions: 2.12

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

124 101 16