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.

Sign up for GitHub

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

Jump to bottom

Feature attribution method (e.g. SHAP) #25

Closed
jklaise opened this issue Mar 27, 2019 · 1 comment
Closed

Feature attribution method (e.g. SHAP) #25

jklaise opened this issue Mar 27, 2019 · 1 comment
Labels
Type: New method New method proposals
Projects
0.1.0

Comments

@jklaise
Copy link
Member

jklaise commented Mar 27, 2019

For 0.1 we should include a feature attribution method. Currently SHAP seems to be state-of-the-art. The package itself looks production-ready so as a first step we could include this in Alibi under a thin wrapper conforming to a common explainer API. Post 0.1 we can revisit and consider our own implementation and improvements to do with categorical variables.
@jklaise jklaise added the Type: New method New method proposals label Apr 24, 2019
@jklaise
Copy link
Member Author

jklaise commented Mar 24, 2020

Closed by #192 .

@jklaise jklaise closed this as completed Mar 24, 2020
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
Type: New method New method proposals
Projects
No open projects
0.1.0
  
Awaiting triage
Milestone
No milestone
Development

No branches or pull requests
1 participant
@jklaise