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sansa-stack/archived-sansa-ml

SANSA Machine Learning Layer

Scala versions: 2.11

rdf owl semantic-web embeddings distributed-computing machine-learning

39 16
ekrich/stensorflow

Scala Native support for the TensorFlow C API on Linux and macOS

Scala versions: 3.x 2.13 2.12 2.11

Scala Native versions: 0.4

tensorflow macos scala-native scala linux machine-learning neural-networks

36 2
pierrenodet/spark-ensemble

Ensemble Learning for Apache Spark 🌲

Scala versions: 2.13 2.12 2.11

spark-ml scala bagging machine-learning boosting ensemble-learning stacking gbm spark

21 2
locationtech/rasterframes

Geospatial Raster support for Spark DataFrames

Scala versions: 2.12 2.11

geotrellis earth-observation sparksql spark-ml spark scala image-processing machine-learning

211 9
rzykov/fastml4j

Fast Scala and nd4j based machine learning framework

Scala versions: 2.11

machine-learning machine-learning-algorithms nd4j scala

18 1
s22s/pre-lt-raster-frames

Spark DataFrames for earth observation data

Scala versions: 2.11

geotrellis earth-observation sparksql spark-ml spark scala image-processing machine-learning

19 6
florentf9/sparkml-som

:sparkles: Spark ML implementation of SOM algorithm (Kohonen self-organizing map)

Scala versions: 2.11

self-organizing-map som scalable spark-ml spark machine-learning spark-mllib clustering

16 1
tribbloid/shapesafe

SHAPE/S∀F∃: static prover/type-checker for N-D array programming in Scala, a use case of intuitionistic type theory

Scala versions: 2.13

linear-algebra program-verification scala type-theory machine-learning shape-safety

17 1
pityka/lamp

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

Scala versions: 3.x 2.13 2.12

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

16 2
ianshiundu/openai-zio

A ZIO API Client for Open AI's API

Scala versions: 2.13 2.12

functional-programming gpt-3 speech-to-text chatgpt openai ml zio scala machine-learning gpt-4

8 1
dragonfly-ai/matrix

A cross compiled Scala.js port of JAMA for JVM, JavaScript, and Scala Native projects.

Scala versions: 3.x

Scala.js versions: 1.x

linear-regression qr-decomposition scalajs scala3 jama pca scala blas machine-learning singular-value-decomposition matrix-library cholesky-decomposition eigen-decomposition scala-native math-library principle-component-analysis lapack

7 0
flipkart-incubator/spark-transformers

Spark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.

Scala versions: 2.11 2.10

apache-spark machine-learning-algorithms mllib data-pipelines java spark scala machine-learning machine-learning-library transformers export

39 7
komprenilo/liga

Liga: Let Data Dance with ML Models

Scala versions: 2.12

mlflow scikit-learn made-on-earth computervison machine-learning mlops ffmpeg spark-sql

9 11
iaja/scalaldavis

Scala-Spark port of https://github.com/bmabey/pyLDAvis for Apache Spark LDA Topic Modelling Visualisation

Scala versions: 2.11

lda scala visulization machine-learning spark apache

6 1
mrdimosthenis/scala-synapses

A plug-and play library for neural networks written in Scala 3

Scala versions: 3.x

deep-learning functional-programming neural-network machine-learning scala dotty

2 0
eto-ai/rikai

Parquet-based ML data format optimized for working with unstructured data

Scala versions: 2.13 2.12

deep-learning pytorch tensorflow spark machine-learning

131 10
sciss/muta

Building blocks for Desktop based Genetic Algorithms

Scala versions: 2.11 2.10

genetic-algorithm machine-learning

1 1
liquidsvm/liquidsvm

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

Scala versions: 2.11

apache-spark matlab c-plus-plus r-package ml svm regression python classification r machine-learning octave rstats expectile-regression quantile-regression

60 3
saucam/shiva

A library for Simple High dimensional Indexed Vector search Algorithms

Scala versions: 3.x 2.13

machine-learning semantic-search vector-search

1 2
alibaba/alink

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

3347 16