Walter Hugo Lopez Pinaya Warvito
kastnerkyle
/ conv_deconv_vae.py
Last active
October 19, 2024 08:20
Convolutional Variational Autoencoder, modified from Alec Radford at (https://gist.github.com/Newmu/a56d5446416f5ad2bbac)
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| # Alec Radford, Indico, Kyle Kastner | |
| # License: MIT | |
| """ | |
| Convolutional VAE in a single file. | |
| Bringing in code from IndicoDataSolutions and Alec Radford (NewMu) | |
| Additionally converted to use default conv2d interface instead of explicit cuDNN | |
| """ | |
| import theano | |
| import theano.tensor as T | |
| from theano.compat.python2x import OrderedDict |
Newmu
/ conv_deconv_variational_autoencoder.py
Last active
May 12, 2025 15:42
Prototype code of conv/deconv variational autoencoder, probably not runable, lots of inter-dependencies with local codebase =/
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| import theano | |
| import theano.tensor as T | |
| from theano.sandbox.rng_mrg import MRG_RandomStreams as RandomStreams | |
| from theano.tensor.signal.downsample import max_pool_2d | |
| from theano.tensor.extra_ops import repeat | |
| from theano.sandbox.cuda.dnn import dnn_conv | |
| from time import time | |
| import numpy as np | |
| from matplotlib import pyplot as plt |