TGAN
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sdv-dev
Generative adversarial training for generating synthetic tabular data.
I just ran the code with demo dataset but self.training = training gives an error : ``` self.training = training AttributeError: can't set attribute ```
I ran all the codes that were provided in the link successfully. However, while running tgan.fit(data) it is showing an attribute error and i am not sure why. I tried...
### Problem Description Currently our code is being validated only by `flake8` 'vanilla' and just a few plugins. We would like to increase the code style checks by adding more...
Hello, I am working with tensorflow-gpu from Docker hub. So my tensorflow version is tensorflow-gpu:latest ! Meanwhile, when I launch the GAN training it starts automatically on the CPU. Are...
I'm trying to "extract" the discriminator once the training of the GAN is over in order to use it as a classifier (ie. to give him new samples and to...
Hi, i whenever i change parameter such as **num_gen_rnn=100**, i get an error of `Assign requires shapes of both tensors to match. lhs shape= [10,100] rhs shape= [100,100]` Could you...
Hi, I am getting the following error while executing the pip install tgan command: sp$ pip install tgan Collecting tgan Using cached tgan-0.1.0-py2.py3-none-any.whl (27 kB) **ERROR: Could not find a...
A question about your TGAN code. We need to avoid any randomness for reproducibility purposes. We were wondering if there is a way to avoid this? We have tried to...
**** 1. I prepared a dataset and a JSON file. And I ran the code 'tgan experiments config.json results.json', but it didn't function. There was a massage 'SyntaxError: invalid syntax'...
I am using TGAN to synthesize new data based on an exclusive dataset. I want to tune the TGAN model using a Bayesian approach by means of "hyperopt" library. For...
