///////////////////////////////////////////
// HELPER METHODS //
///////////////////////////////////////////
private Network getLoadedDayOfWeekNetwork() {
Parameters p = NetworkTestHarness.getParameters().copy();
p = p.union(NetworkTestHarness.getDayDemoTestEncoderParams());
p.set(KEY.RANDOM, new FastRandom(42));
Sensor<ObservableSensor<String[]>> sensor =
Sensor.create(
ObservableSensor::create,
SensorParams.create(
Keys::obs,
new Object[] {
"name",
PublisherSupplier.builder()
.addHeader("dayOfWeek")
.addHeader("number")
.addHeader("B")
.build()
}));
Network network =
Network.create("test network", p)
.add(
Network.createRegion("r1")
.add(
Network.createLayer("1", p)
.alterParameter(KEY.AUTO_CLASSIFY, true)
.add(Anomaly.create())
.add(new TemporalMemory())
.add(new SpatialPooler())
.add(sensor)));
return network;
}
/**
* Creates and returns a {@link Network} for demo processing
*
* @return
*/
Network createNetwork() {
org.numenta.nupic.Parameters temporalParams = createParameters();
PALayer<?> l = new PALayer("Layer 2/3", null, temporalParams);
l.setPADepolarize(0.0); // 0.25
l.setVerbosity(1);
PASpatialPooler sp = new PASpatialPooler();
network =
Network.create("Cortical.io API Demo", temporalParams)
.add(Network.createRegion("Region 1").add(l.add(new TemporalMemory()).add(sp)));
return network;
}