Awesome Scala

Probability, Statistics and Machine Learning

Filters

Languages

Scala 3.x (7)
Scala 2.13 (8)
Scala 2.12 (13)
Scala 2.11 (15)
Scala 2.10 (7)

Platforms

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

neysofu/tyche 0.4.3

Statistics utilities for the JVM - in Scala!

Scala versions: 2.12

functional-programming probability-calculator probability-distribution statistics

92 4 1
openmole/mgo 3.59

Purely functional genetic algorithms for multi-objective optimisation

Scala versions: 3.x

optimisation hyperparameter-optimization functional-programming parameter-tuning hyperparameter-tuning hyperparameters genetic-algorithm scala

72 4 5
armanbilge/schrodinger 0.4-fd05443

Give your cats a set of dice

Scala versions: 3.x

Scala.js versions: 1.x

Scala Native versions: 0.4

cats cats-effect probabilistic-programming

36 4 3
pityka/lamp 0.0.116

deep learning and scientific computing framework with native CPU and GPU backend for the Scala programming language

Scala versions: 2.13 3.x

deep-learning extratrees gpu pytorch gpu-acceleration umap scala scala-library machine-learning neural-networks libtorch tensor

29 5 2
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
asflierl/sglicko2 3.0.0

A small & simple implementation of the Glicko-2 rating algorithm in Scala.

Scala versions: 3.x

glicko2 leaderboard rating-system scala

9 3 2
catboost/catboost 1.2.7

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Scala versions: 2.12 2.13

gpu cuda gbdt tutorial coreml gbm kaggle catboost python r machine-learning decision-trees gradient-boosting categorical-features data-mining big-data gpu-computing data-science

8155 1194 1575 190
apache/flink-ml 2.0.0

Machine learning library of Apache Flink

Scala versions: 2.12

big-data java flink ml python machine-learning

309 89 17
h2oai/h2o-3 3.30.0.3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Scala versions: 2.11

deep-learning gpu opensource big-data java pca h2o-automl python h2o r machine-learning automl naive-bayes ensemble-learning data-science distributed hadoop gbm spark random-forest

6962 2004 209 173
alibaba/alink 1.6.2

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Scala versions: 2.11

flink-ml graph-algorithms statistics fm data-mining flink kafka flink-machine-learning classification xgboost recommender-system word2vec feature-engineering regression graph-embedding machine-learning apriori recommender clustering

3582 803 16
mrdimosthenis/synapses 7.3.1

A group of neural-network libraries for functional and mainstream languages

Scala versions: 2.13

deep-learning csharp functional-programming clojure java neural-network scala fsharp python gleam machine-learning elixir javascript lightweight

70 6 3