StreamDM Versions Save

Stream Data Mining Library for Spark Streaming

v0.2

8 years ago

Second release for StreamDM.

It contains the first iteration of the StreamDM API, and implements the following methods:

Classification: SGD Learner, Perceptron, Naive Bayes, and Hoeffding Decision Trees; Clustering: CluStream and StreamKM++; Ensembles: Bagging. It uses weka's arff format as the default data description and contains following data generators:

HyperplaneGenerator RandomTreeGenerator RandomRBFGenerator RandomRBFEventsGenerator

v0.2-rc1

8 years ago

First release candidate for StreamDM.

It contains the first iteration of the StreamDM API, and implements the following methods:

  • Classification: SGD Learner, Perceptron, Naive Bayes, and Hoeffding Decision Trees;
  • Clustering: CluStream and StreamKM++;
  • Ensembles: Bagging.