Skip to content
This repository has been archived by the owner on Nov 17, 2023. It is now read-only.

add LSTNet example #9512

Merged
merged 2 commits into from
Jan 31, 2018
Merged

add LSTNet example #9512

merged 2 commits into from
Jan 31, 2018

Conversation

opringle
Copy link
Contributor

@opringle opringle commented Jan 22, 2018

Description

Added example: Deep learning for multivariate time series forecasting #9326

@piiswrong
Copy link
Contributor

Please add apache license header to your python scripts

@opringle opringle requested a review from szha as a code owner January 23, 2018 02:32
@piiswrong piiswrong merged commit fb8e55b into apache:master Jan 31, 2018
Copy link
Contributor

@safrooze safrooze left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

It would be great to see this example in Gluon. I've written a preliminary version here that I can submit: https://github.com/safrooze/LSTNet-Gluon

skip_cell = outputs[i + p]

#connect this cell to is seasonal neighbour
cell_pair = [current_cell, skip_cell]
Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

This is an incorrect implementation of skip-RNN layer. The hidden layer connections are supposed to be skipped, not the outputs. The way this code is implemented, there is no structural difference between the normal RNN and skip-RNN. The paper is very clear about how skip-RNN is supposed to be implemented.

screen shot 2018-05-17 at 4 04 38 pm

Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

@opringle Do you agree?

rahul003 pushed a commit to rahul003/mxnet that referenced this pull request Jun 4, 2018
* add LSTNet example

* adding apache licence header
zheng-da pushed a commit to zheng-da/incubator-mxnet that referenced this pull request Jun 28, 2018
* add LSTNet example

* adding apache licence header
Sign up for free to subscribe to this conversation on GitHub. Already have an account? Sign in.
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

3 participants