CTGAN
CTGAN copied to clipboard
sdv-dev
Conditional GAN for generating synthetic tabular data.
The DataTransformer class allows you to initialize by setting max_clusters, but then when you fit this class o the data it uses the default value 10 at line 49, when...
### Environment details If you are already running CTGAN, please indicate the following details about the environment in which you are running it: * CTGAN version: 0.7.4 * Python version:...
### Problem Description If one wants to generate synthetic data with a condition such that a certain numerical column should have a value > x or < x instead of...
### Problem Description I want to trace the loss function image of the generator and discriminator, there seems to be no module in the code that is called directly ###...
### Environment details * CTGAN version: 0.7.1 (latest) * Python version: 3.10.11 * Operating System: Mac/Unix ### Problem description I want to generate data conditionally, but I don't want to...
### Problem Description The current implementation doesn't consider servers with multiple GPUs. For scenarios where several cards, each with a lower VRAM are present, running CTGAN throws an out of...
### Environment details If you are already running CTGAN, please indicate the following details about the environment in which you are running it: * CTGAN version: 0.7.1 * Python version:...
### Environment details If you are already running CTGAN, please indicate the following details about the environment in which you are running it: * CTGAN version: SDV 1.0 * Python...
### Environment Details Please indicate the following details about the environment in which you found the bug: * CTGAN version: * Python version: * Operating System: ### Error Description Hello,...
TL;DR, ideas, thoughts, insights, about multi-table solutions using the CTGAN model? Yay or nay? --- Hi, Let me start of by saying how much I enjoy this repository. You truly...
