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forecasting

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sktime
mloning
mloning commented Nov 4, 2020

Is your feature request related to a problem? Please describe.
Simple auto-regressive forecaster with automatic estimation of number of lags.

Describe the solution you'd like
There is a open PR #411 which implements the basic structure but requires some more work to finish it.

gluon-ts
lostella
lostella commented Sep 22, 2020

Description

Currently, DistributionOutput classes produce a TransformedDistribution when the distribution method is invoked with loc and scale. However, we cannot get mean and variance out of such object:

import mxnet as mx
from gluonts.mx.distribution import GaussianOutput

distr_output = GaussianOutput()

args = mx.nd.array([0.0]), mx.nd.array([1.0])
loc = mx.

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