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sdv-dev/CTGAN
Add epoch-level callback to a fit() method for monitoring and interoperability

Problem Description The current CTGAN.fit method encapsulates the entire training loop, making it impossible to monitor intermediate metrics (like epoch loss) or intervene during training. This prevents ...
feature request
resolution:duplicate
  • GiacomoPracucci
  • 2
  • Opened 
    14 days ago
  • #456

sdv-dev/CTGAN
Add workflow to release CTGAN on PyPI

Description As a developer of CTGAN, I want an automated process for releasing CTGAN on PyPI. Currently, the release process for CTGAN requires a developer to follow the steps in RELEASE.md and upload ...
maintenance
  • gsheni
  • Opened 
    on Jul 3
  • #451

sdv-dev/CTGAN
No Progress Bar in training of CTGAN and TVAE

Problem Description When it s training, using a tqdm loop instead of a for loop should do the trick, it s an undefined wait right now. Hard to tell. Expected behavior A tqdm loop on training of VAE ...
question
resolution:WAI
  • sadavarterohit
  • 3
  • Opened 
    on Jun 10
  • #447

sdv-dev/CTGAN
Check pyproject for release candidate dependencies

Problem Description As a user, I want to install only stable versions of all dependencies. Sometimes when we test a release candidate, we hardcode that value in the pyproject.toml. Here is an example. ...
feature request
internal
  • rwedge
  • Opened 
    on Jun 6
  • #445

sdv-dev/CTGAN
All bump-version commands are failing

Environment Details Please indicate the following details about the environment in which you found the bug: - CTGAN version: 0.11.0 - Python version: - Operating System: Error Description When ...
bug
  • amontanez24
  • Opened 
    on Apr 17
  • #439

sdv-dev/CTGAN
Internal import error in Databricks sdv.errors

Environment Details Please indicate the following details about the environment in which you found the bug: - CTGAN version: ctgan==0.10.2 - Python version: 3.8.10 - Operating System: Databricks ...
bug
resolution:duplicate
  • OscarFlores-IFi
  • 1
  • Opened 
    on Jan 28
  • #429

sdv-dev/CTGAN
Combine `static_code_analysis.yml` with `release_notes.yml`

Problem Description Currently, we run the code analysis workflow on merge to stable. The problem is that by this time, the release is already tagged, so it s too late to merge in the code analysis change. ...
maintenance
  • fealho
  • Opened 
    on Nov 20, 2024
  • #421

sdv-dev/CTGAN
ctvae

Hi, Thank you for this awsome library. Do you plan to create a conditional tvae? Thank you! Pablo
question
under discussion
  • PARODBE
  • 1
  • Opened 
    on Nov 18, 2024
  • #420

sdv-dev/CTGAN
Update python set up step in workflows to use latest python version

Problem Description In some of our workflows, we use a hardcoded Python version. This means that over time, we have to manually update it. Expected behavior It would be nice to update the python set-up ...
maintenance
  • R-Palazzo
  • Opened 
    on Nov 7, 2024
  • #416

sdv-dev/CTGAN
Surface error to user during fit if training data contains null values

Problem Description CTGAN isn t designed to work with training data that contains missing values. However, a user can fit a CTGAN model on data with missing values and an unhelpful error is currently ...
feature request
  • srinify
  • Opened 
    on Oct 30, 2024
  • #414
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