CTGAN
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sdv-dev
Conditional GAN for generating synthetic tabular data.
Hi, Are the hyperparameters for each dataset the same in the benchmark in the paper? I’m getting good results for the adult dataset, but for covtype and credit I am...
Hi everyone! First of all, thanks for all the work on this fantastic library and the Synthetic Data Vault in general :). I believe I found a minor bug in...
### Environment Details Please indicate the following details about the environment in which you found the bug: * CTGAN version: 0.4.3 * Python version: 3.8.5 * Operating System: Linux ###...
I trained a model at AWS, saved it, but when I try to load it on my personal computer I get the following error: ``` ~\AppData\Roaming\Python\Python37\site-packages\sdv\tabular\base.py in load(cls, path) 559...
This PR is a proposal for issue #179. A previous PR #181 was created but closed; I am unsure why. It requires adding the ``tqdm`` module to the imports; not...
### Environment details If you are already running CTGAN, please indicate the following details about the environment in which you are running it: * CTGAN version: 0.5.1 * Python version:...
Hi everyone, this PR fixes issues #169 and #235 which report bugs concerning the sampling from the conditional generator after training, i.e., the ``sample`` method of ``CTGAN``. The details of...
Hello, I noticed that `discrete_column_matrix_st` from the [data_sampler class](https://github.com/sdv-dev/CTGAN/blob/2dbbc18770d0dc17e7c5e83da6980ace424e9326/ctgan/data_sampler.py#L17) is not updated and it's always 0. If this is the case, then the function `sample_original_condvec(self, batch)` would not be picking...
Hi everyone! I have a question/problem regarding the conditional sampling in the ```sample``` method of the ```CTGANSynthesizer``` using the ```condition_column``` and ```condition_value``` arguments. For example, derived from the Usage Example...