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

Implement first version of IWAE with DReG #2605

Draft
wants to merge 2 commits into
base: dev
Choose a base branch
from
Draft

Implement first version of IWAE with DReG #2605

wants to merge 2 commits into from

Conversation

fritzo
Copy link
Member

@fritzo fritzo commented Aug 15, 2020

Resolves #2598
pair coded with @eb8680

This implements an IWAE with DReG loss assuming:

  • fully reparametrized guide
  • vectorizable model and guide (this uses a particle plate)

Tested

  • simple gradient test
  • test_valid_models.py
  • test of model requirements

@fritzo fritzo added the WIP label Aug 15, 2020
@OlaRonning OlaRonning mentioned this pull request Jun 7, 2022
Open
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Reviewers
No reviews
Assignees
No one assigned
Labels
WIP
Projects
None yet
Milestone
No milestone
Development

Successfully merging this pull request may close these issues.

FR: IWAE_DReG importance weighted VAE with doubly reparametrized gradients
1 participant
@fritzo