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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

python jdbc java r sql scala spark big-data

27427 22482 330

deeplearning4j/deeplearning4j

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

Scala (JVM): 2.10 2.11

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

11130 4735 15

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

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

11622 4821 37

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

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

5643 857 156

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

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

4777 1723 132

pantsbuild/pants

The Pants Build System

Scala (JVM): 2.10 2.11 2.12

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

1290 363 176

combust/mleap

MLeap: Deploy Spark Pipelines to Production

Scala (JVM): 2.10 2.11 2.12

python tensorflow data-pipelines scala spark scikit-learn transformers

1058 250 52

cdapio/cdap

An open source framework for building data analytic applications.

Scala (JVM): 2.11

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

492 257 115

shadaj/scalapy

Use the world of Python from the comfort of Scala!

Scala (JVM): 2.11 2.12 2.13

Scala-Native: 0.3 0.4.0-M2

scala python scala-native

341 25 8

caskdata/cdap

An open source framework for building data analytic applications.

Scala (JVM): 2.11

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

281 143 80

locationtech-labs/geopyspark

GeoTrellis for PySpark

Scala (JVM): 2.11

python tile-server spark geotrellis big-data geospatial

95 29 7

mrdimosthenis/synapses

A lightweight library for neural networks that runs anywhere

Scala (JVM): 2.13

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

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

20 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