Awesome Scala

Probability, Statistics and Machine Learning

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

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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 3.58

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

71 3 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 4 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
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

3581 802 16
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

6935 1999 235 173
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
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

8111 1189 1570 192
apache/flink-ml 2.0.0

Machine learning library of Apache Flink

Scala versions: 2.12

big-data java flink ml python machine-learning

307 89 17