Add time series visualization function #980
Conversation
|
Hi @smaeland! Thank you for your pull request and welcome to our community. Action RequiredIn order to merge any pull request (code, docs, etc.), we require contributors to sign our Contributor License Agreement, and we don't seem to have one on file for you. ProcessIn order for us to review and merge your suggested changes, please sign at https://code.facebook.com/cla. If you are contributing on behalf of someone else (eg your employer), the individual CLA may not be sufficient and your employer may need to sign the corporate CLA. Once the CLA is signed, our tooling will perform checks and validations. Afterwards, the pull request will be tagged with If you have received this in error or have any questions, please contact us at [email protected]. Thanks! |
|
Thank you for signing our Contributor License Agreement. We can now accept your code for this (and any) Meta Open Source project. Thanks! |
1 similar comment
|
Thank you for signing our Contributor License Agreement. We can now accept your code for this (and any) Meta Open Source project. Thanks! |
|
@i-jones has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator. |
Co-authored-by: i-jones <[email protected]>
|
@i-jones has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator. |
3 participants
Add a convenience function to plot time series data with attributions overlaid (
captum.attr.visualization.visualize_timeseries_attr). This addresses #958 .Comes with three styles, shown here for some dummy data:
Plot each channel in a separate panel, with separate heatmaps overlaid
Plot all channels in a single panel, with average heatmap overlaid
Plot each channel in a separate panel and color the graphs by attribution values at each time step
The function accepts matplotlib keyword arguments for additional styling.