Features/new nn functionality #21
Open
+6,959
−3,301
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
CycleNet and PatchTST
Reproducibility
…multiprocessing) for NN
…features after generate)
elineii
commented
Feb 14, 2025
Comment on lines
+186
to
+194
| num_series = data["num_series"] if self.pipeline.multivariate else 1 | ||
|
|
||
| target_idx = target_idx.reshape(num_series, -1, self.horizon) # .shape) | ||
| pred = pred.reshape(num_series, -1, self.horizon) | ||
|
|
||
| target_idx = target_idx[:, :pred.shape[1]] | ||
|
|
||
| dataset.data.loc[target_idx.reshape(-1), dataset.target_column] = pred.reshape(-1) | ||
| dataset.data.dropna(inplace=True) |
There was a problem hiding this comment.
It works only when we use MIMOStrategy. In Recursive strategy you can't reshape to self.horizon
elineii
commented
Feb 14, 2025
Comment on lines
+1
to
+2
| import torch | ||
| import torch.nn as nn |
There was a problem hiding this comment.
Can't import without install torch. There is the same problem in other modules with DL models.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
new nn functionality