EasyStream.jl

An extensible framework for data stream in Julia.

Overview

EasyStream.jl aims to create a simple interface to work with data stream, acting, for example, in Concept Drift related problems. In the next sections we discuss the basic elements of the framework.

Installation

Get the latest stable release with Julia's package manager:

] add EasyStream

Tutorials

Under construction.

Quick example

Below is a quick preview of the high-level API:

using EasyStream
using SyntheticDatasets

conn_gen = EasyStream.GeneratorConnector(SyntheticDatasets.generate_blobs, 
						centers = [-1 1;-0.5 0.75], 
                                        	cluster_std = 0.225, 
                                        	center_box = (-1.5, 1.5));

Project organization

The project is split into various packages: