Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add left sidebar for matrix view #4

Open
5 tasks
catherinesyeh opened this issue Dec 3, 2022 · 1 comment
Open
5 tasks

Add left sidebar for matrix view #4

catherinesyeh opened this issue Dec 3, 2022 · 1 comment
Labels
low priority Can work on later matrix Matrix view issues

Comments

@catherinesyeh
Copy link
Owner

catherinesyeh commented Dec 3, 2022

Need to ask Martin for more details (so maybe work on this later), but here are some things it might involve:

  • input box where user can type in a sentence
    • this may not be necessary...
  • add user's sentence to the query/key plots (right side)
  • show attention plot for user's sentence (left side)
  • allow user to click on lines in the attention plot, two types of interaction:
    • emphasize query/key pair (aka. want to see where this pair has high attention)
    • de-emphasize query/key pair (aka. we don't want this pair to have high attention)
  • then, update matrix view to show plots with the corresponding features selected by the user (right side)

example attn plot for reference:
image

@catherinesyeh catherinesyeh added bug Something isn't working matrix Matrix view issues and removed bug Something isn't working labels Dec 3, 2022
@catherinesyeh catherinesyeh mentioned this issue Dec 3, 2022
3 tasks
@catherinesyeh catherinesyeh added the low priority Can work on later label Dec 8, 2022
@catherinesyeh
Copy link
Owner Author

May be able to project new points into same embedding space? E.g., see fit method (vs. fit_transform) for TSNE: https://scikit-learn.org/stable/modules/generated/sklearn.manifold.TSNE.html

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
low priority Can work on later matrix Matrix view issues
Projects
None yet
Development

No branches or pull requests

1 participant