Awesome Scala Login

Awesome Scala

Probability, Statistics and Machine Learning

32 results

Filters

Languages

Scala 3.x (7)
Scala 2.13 (12)
Scala 2.12 (21)
Scala 2.11 (25)
Scala 2.10 (14)

Platforms

JVM (32)
Scala.js 1.x (2)
Scala.js 0.6 (1)
Scala Native 0.4 (1)
sbt 0.13 (1)

apache/predictionio

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

Scala versions: 2.10

big-data predictionio scala

12547 1938 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

4967 812 99
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

2224 394 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 2.13

distributed-systems gbdt gbm gbrt xgboost machine-learning

25564 8665 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

1815 546 46
eaplatanios/tensorflow_scala

TensorFlow API for the Scala Programming Language

Scala versions: 2.11 2.12 2.13

deep-learning machine-learning scala tensorflow

933 96 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 87 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

952 362 58 45
amplab/keystone

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

Scala versions: 2.10 2.11

468 116 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

465 68 22
stripe-archive/brushfire

Distributed decision tree ensemble learning in Scala

Scala versions: 2.10 2.11 2.12

394 50 0 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

5923 1118 49
scalanlp/nak

The Nak Machine Learning Library

Scala versions: 2.10 2.11

341 83 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

138 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

136 9 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

128 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

122 102 16

1 (current)
2

Community
Github
Discord

Contribute
Contribution Guide
Report an Issue

Scaladex
FAQs
Code of Conduct
License

Copyright © 2002-2024 École Polytechnique Fédérale Lausanne (EPFL) Lausanne, Switzerland