Add new useful plot features #1544
Open
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
…lots in different formats (e.g., PNG, JPEG, PDF); Introduced additional statistics generation for improved performance analysis;
…lots in different formats (e.g., PNG, JPEG, PDF); Introduced additional statistics generation for improved performance analysis.
|
Reformat via black https://pypi.org/project/black/ |
lululxvi
reviewed
Nov 22, 2023
lululxvi
reviewed
Nov 22, 2023
| output_dir (string): If ``None``, use the current working directory. | ||
| output_dir (string): If None, use the current working directory. | ||
| save_format (string): File format for saving the plot (default is "png"). | ||
| generate_statistics (bool): Set True to generate additional statistics (average, standard deviation, etc.). |
lululxvi
reviewed
Nov 22, 2023
| and testing points. | ||
| isplot (bool): Set ``True`` (default) to plot loss, metric, and the predicted | ||
| solution. | ||
| loss_history: LossHistory instance. The first variable returned from Model.train(). |
lululxvi
reviewed
Nov 22, 2023
|
|
||
| plot_loss_history(loss_history, fname=os.path.join(output_dir, f"custom_style_loss.{save_format}"), plot_style=plot_style) | ||
|
|
||
| if generate_statistics: |
There was a problem hiding this comment.
Why are these statistics useful?
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Outdated suggestions cannot be applied.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.
Added the ability to customize plot style; Added support for saving plots in different formats (e.g., PNG, JPEG, PDF); Introduced additional statistics generation for improved performance analysis.