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apache/spark

Apache Spark - A unified analytics engine for large-scale data processing

Scala (JVM): 2.10 2.11 2.12

spark sql big-data python scala r java jdbc

29100 23516 331

eclipse/deeplearning4j

Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark

Scala (JVM): 2.10 2.11 2.12

spark python scala clojure matrix-library linear-algebra java dl4j deeplearning4j hadoop intellij deeplearning gpu neural-nets artificial-intelligence

11622 4821 37

deeplearning4j/deeplearning4j

Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark

Scala (JVM): 2.10 2.11

spark python scala clojure matrix-library linear-algebra java dl4j deeplearning4j hadoop intellij deeplearning gpu neural-nets artificial-intelligence

11130 4735 15

catboost/catboost

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 (JVM): 2.11 2.12

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

5775 883 154

h2oai/h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Scala (JVM): 2.10 2.11

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

4777 1723 132

pantsbuild/pants

The Pants Build System

Scala (JVM): 2.10 2.11 2.12

build-system python scala monorepo java build-tool build-tools rust javascript golang

1290 363 176

combust/mleap

MLeap: Deploy Spark Pipelines to Production

Scala (JVM): 2.10 2.11 2.12

spark python scala tensorflow transformers data-pipelines scikit-learn

1058 250 52

cdapio/cdap

An open source framework for building data analytic applications.

Scala (JVM): 2.11

spark middleware dataset cdap java mapreduce java-8 integration unified python platform spark-streaming

511 262 118

shadaj/scalapy

Use the world of Python from the comfort of Scala!

Scala (JVM): 2.11 2.12 2.13

Scala-Native: 0.3 0.4

scala python scala-native

342 25 8

caskdata/cdap

An open source framework for building data analytic applications.

Scala (JVM): 2.11

spark dataset cdap java mapreduce java-8 integration unified python platform spark-streaming

281 143 80

locationtech-labs/geopyspark

GeoTrellis for PySpark

Scala (JVM): 2.11

spark geospatial big-data python geotrellis tile-server

95 29 7

mrdimosthenis/synapses

A lightweight library for neural networks that runs anywhere

Scala (JVM): 2.13

csharp javascript python scala cross-platform fsharp functional-programming java lightweight neural-network machine-learning deep-learning

33 2 3

isarn/isarn-sketches-spark

Routines and data structures for using isarn-sketches idiomatically in Apache Spark

Scala (JVM): 2.10 2.11 2.12

spark variable-importance scala data-sketches data-sketching datasets apache-spark sketching-algorithm aggregator feature-importance dataframe python udaf pyspark spark-ml t-digest dataset dataframes

23 6 2

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 (JVM): 2.11