Project details for streamDM

Logo streamDM 0.0.1

by abifet - April 28, 2015, 12:34:00 CET [ Project Homepage BibTeX Download ]

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Description:

Due to the large amount of data that is created -- and needs to be processed -- in real-time streams, methods on such streams need to be extremely time-efficient while using very small amounts memory. streamDM includes advanced stream mining algorithms, and is intended to be the gathering point of practical implementation and deployments for large-scale data streams.

This new library will contain methods for classification, regression, clustering and frequent pattern mining. In its current iteration, it contains Stochastic Gradient Descent, Perceptron, Naive Bayes for classification, and CluStream for clustering streams.

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux
Data Formats: Csv
Tags: Data Mining, Data Streams, Spark Streaming
Archive: download here

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