PredNets

Description

This package allows to simulate distributed timeseries modelling on graph of predictors.

Configuration

In ordger to run the simulation a predictor graph must be apriori created.

It is possible to create the graph manually, or using .yaml config file. The structure of the config file is as following:

process:
    - vector
    - vector
        ...
    - vector
nodes:
    - <model description>
edges:
-
    - U
    - V
...

For more informations see documentation or example

Tests

In order to run tests, either run runtests.jl within REPL, or run

julia -i test/runtests.jl

Examples

In examples are two example scripts, that can be ran from REPL or directly using julia. The minimal_example.jl runs simulation of linearly increasing process on 3 connected nodes. The airline_passengers.jl simulates network of four models on popular airline passengers dataset.

Documentation

For more information check out the documentation.