pygan.noisesampler package¶
Subpackages¶
Submodules¶
pygan.noisesampler.gauss_noise_sampler module¶
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class
pygan.noisesampler.gauss_noise_sampler.
GaussNoiseSampler
(mu, sigma, output_shape)[source]¶ Bases:
pygan.noise_sampler.NoiseSampler
Generate samples based on the noise prior by Gauss distribution.
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output_shape
¶ getter
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pygan.noisesampler.image_noise_sampler module¶
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class
pygan.noisesampler.image_noise_sampler.
ImageNoiseSampler
(batch_size, image_dir, seq_len=None, gray_scale_flag=True, wh_size_tuple=(100, 100), norm_mode='z_score')[source]¶ Bases:
pygan.noise_sampler.NoiseSampler
Sampler which draws samples from the noise prior of images.
pygan.noisesampler.sine_wave_noise_sampler module¶
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class
pygan.noisesampler.sine_wave_noise_sampler.
SineWaveNoiseSampler
(batch_size, seq_len, dim=1, amp=0.5, sampling_freq=8000, freq=440, sec=5, mu=0.0, sigma=1.0, norm_mode='z_score')[source]¶ Bases:
pygan.noise_sampler.NoiseSampler
Generate samples based on the noise prior by sine wave distribution.
pygan.noisesampler.uniform_noise_sampler module¶
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class
pygan.noisesampler.uniform_noise_sampler.
UniformNoiseSampler
(low, high, output_shape)[source]¶ Bases:
pygan.noise_sampler.NoiseSampler
Generate samples based on the noise prior by Uniform distribution.
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output_shape
¶ getter
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