Diyago/Tabular-data-generation
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.
PythonApache-2.0
Issues
- 4
TypeError: OneHotEncoder.__init__() got an unexpected keyword argument 'sparse'
#83 opened by sweta30 - 5
TypeError: OneHotEncoder.__init__() got an unexpected keyword argument 'sparse'
#82 opened by sweta30 - 6
- 2
Installation error
#80 opened by ntheologos - 1
TypeError w/ Boolean Data
#78 opened by AndrewGBalaschak - 3
- 3
Dependency issue with ForestDiffusion Generator
#74 opened by sammanan4 - 2
LGBMClassifier.fit() got an unexpected keyword argument 'early_stopping_rounds'
#70 opened by eskayML - 2
Mistake in Readme
#63 opened by ulhaqi12 - 7
- 3
IntCastingNaNError Despite No NaN values
#69 opened by GenomicGandalf - 8
Some issues araised when running Tab-GAN: 1) Manage Categorical Variables. 2) Batch size problem
#66 opened by Morca97 - 1
Reproducibility issue
#67 opened by Morca97 - 3
ContextualVersionConflict: (scikit-learn 1.0.2 (/usr/local/lib/python3.7/dist-packages), Requirement.parse('scikit-learn==0.23.2'), {'tabgan'})
#46 opened by olaman2x - 3
pip install scikit-learn version issue
#48 opened by orkunaran - 4
Dear Author, May I know the ctgan version for the installation? I am getting error. from ctgan import _CTGANSynthesizer ImportError: cannot import name '_CTGANSynthesizer'
#47 opened by Mah-Zam - 2
Getting this error when trying to install load
#44 opened by mahii6991 - 1
- 1
- 2
training CTGAN stops in the middle (around 24%)
#41 opened by seanko29 - 1
- 2
- 2
generated Cov is not that close
#31 opened by dirknbr - 1
all sample codes not working till epoch end
#34 opened by Yuanqi-babe - 1
is it ok for regression type task?
#30 opened by galievaz - 1
_CTGANSynthesizer
#28 opened by WYF-GAN - 1
Fail to install
#27 opened by Ayad0net - 1
Hello, when I run "python ./Research/run_experiment.py", I see the error,please help me, thanks!
#26 opened by hhcNWPU - 1
Cannot install tabgan
#25 opened by sparshgarg23 - 5
- 5
Kindly ask for help in Google Colab
#23 opened by la269342 - 1
Trying to run how to use library part
#24 opened by Dubbix - 5
Generated data from GANGenerator() gives worse result in training for regression task
#21 opened by jomariya23156 - 1
ValueError: Input contains NaN, infinity or a value too large for dtype('float64').
#20 opened by omerugi - 2
- 5
not running on GPU
#17 opened by colinpriest - 5
- 2
ValueError: Input train dataframe already have 0 column, consider removing it
#15 opened by lablebi96 - 8
Taking only 160 samples as input for generating new samples and also gives negative values in some columns of input tabular data
#14 opened by ParagPatil3 - 2
Why is the data generated using epoch=10 similar to the data generated using epoch=5000 for classification?
#12 opened by Linguanbiao - 12
support Python>=3.7
#13 opened by yair4Data - 0
about def extend_from_original
#7 opened by AslihanDemirkaya - 1
Parameter name
#1 opened by Valdecy