Diyago / GAN-for-tabular-data

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

https://towardsdatascience.com/review-of-gans-for-tabular-data-a30a2199342

Diyago/GAN-for-tabular-data Issues

TypeError w/ Boolean Data
Closed 5 months ago1
ImportError: cannot import name '_CTGANSynthesizer'
Closed 2 years ago3
Dependency issue with ForestDiffusion Generator
Closed 8 months ago3
LGBMClassifier.fit() got an unexpected keyword argument 'early_stopping_rounds'
Closed 9 months ago2
Mistake in Readme
Closed a year ago2
ValueError: Input X contains NaN although NaN filtered
Closed a year ago7
IntCastingNaNError Despite No NaN values
Closed a year ago3
Some issues araised when running Tab-GAN: 1) Manage Categorical Variables. 2) Batch size problem
Closed a year ago8
Reproducibility issue
Closed a year ago1
ContextualVersionConflict: (scikit-learn 1.0.2 (/usr/local/lib/python3.7/dist-packages), Requirement.parse('scikit-learn==0.23.2'), {'tabgan'})
Closed 2 years ago3
pip install scikit-learn version issue
Closed 2 years ago3
Dear Author, May I know the ctgan version for the installation? I am getting error. from ctgan import _CTGANSynthesizer ImportError: cannot import name '_CTGANSynthesizer'
Closed a year ago4
Getting this error when trying to install load
Closed 2 years ago2
Difference between OriginalGenerator and GANGenerator
Closed 2 years ago1
check
Closed 2 years ago1
training CTGAN stops in the middle (around 24%)
Closed 2 years ago2
TypeError: unsupported operand type(s) for +: 'NoneType' and 'NoneType'
Closed 2 years ago1
second args in generate_data_pipe cannot be left None
Closed 2 years ago2
generated Cov is not that close
Closed 2 years ago2
all sample codes not working till epoch end
Closed 2 years ago1
is it ok for regression type task?
Closed 2 years ago1
_CTGANSynthesizer
Closed 2 years ago1
Fail to install
Closed 2 years ago1
Hello, when I run "python ./Research/run_experiment.py", I see the error,please help me, thanks!
Closed 2 years ago1
Cannot install tabgan
Closed 2 years ago1
Cannot run example code in readme without error
Closed 2 years ago5
Kindly ask for help in Google Colab
Closed 2 years ago5
Trying to run how to use library part
Closed 2 years ago1
Generated data from GANGenerator() gives worse result in training for regression task
Closed 3 years ago5
ValueError: Input contains NaN, infinity or a value too large for dtype('float64').
Closed 3 years ago1
Sampler demo freezes at same point, multiple installs. Windows 10
Closed 3 years ago2
not running on GPU
Closed 3 years ago5
Generating samples for only One class among two available
Closed 3 years ago5
ValueError: Input train dataframe already have 0 column, consider removing it
Closed 3 years ago2
Taking only 160 samples as input for generating new samples and also gives negative values in some columns of input tabular data
Closed 3 years ago8
Why is the data generated using epoch=10 similar to the data generated using epoch=5000 for classification?
Closed 3 years ago2
support Python>=3.7
Closed 3 years ago12
about def extend_from_original
Closed 3 years ago
Parameter name
Closed 4 years ago1