HyperGAN
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HyperGAN
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Getting started
CLI guide
Configurations
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Examples
2D
Text
Classification
Colorizer
Next Frame (video)
Tutorials
Training a GAN
Pygame inference
Creating an image dataset
Searching for hyperparameters
Components
GAN
Generator
Discriminator
Layers
Loss
Latent
Trainer
Optimizer
Train Hook
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CLI guide
The cli is available with a
pip install hypergan
Using
virtualenv
:
If you use virtualenv:
1
virtualenv --system-site-packages -p python3 hypergan
2
source
hypergan/bin/activate
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1
hypergan -h
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Training
1
# Train a 32x32 gan with batch size 32 on a folder of pngs
2
hypergan train
[
folder
]
-s 32x32x3 -b
32
--config
[
name
]
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Sampling
1
hypergan sample
[
folder
]
-s 32x32x3 -b
32
--config
[
name
]
--sampler batch_walk --sample_every
5
--save_samples
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Contents
Using virtualenv:
Training
Sampling