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github.com/AntixK/PyTorch-VAE
/ types & classes
Types & classes
53 in github.com/AntixK/PyTorch-VAE
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Functions
334
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Types & classes
53
↓ 2 callers
Class
MyCelebA
A work-around to address issues with pytorch's celebA dataset class. Download and Extract URL : https://drive.google.com/file/d/1m8-
dataset.py:27
↓ 2 callers
Class
ResidualLayer
models/vq_vae.py:57
↓ 1 callers
Class
BetaTCVAE
models/betatc_vae.py:9
↓ 1 callers
Class
BetaVAE
models/beta_vae.py:8
↓ 1 callers
Class
DFCVAE
models/dfcvae.py:9
↓ 1 callers
Class
DIPVAE
models/dip_vae.py:8
↓ 1 callers
Class
EncoderBlock
models/lvae.py:12
↓ 1 callers
Class
FactorVAE
models/fvae.py:8
↓ 1 callers
Class
GammaVAE
models/gamma_vae.py:10
↓ 1 callers
Class
HVAE
models/hvae.py:8
↓ 1 callers
Class
IWAE
models/iwae.py:8
↓ 1 callers
Class
JointVAE
models/joint_vae.py:9
↓ 1 callers
Class
LVAE
models/lvae.py:62
↓ 1 callers
Class
LadderBlock
models/lvae.py:43
↓ 1 callers
Class
LogCoshVAE
models/logcosh_vae.py:8
↓ 1 callers
Class
MIWAE
models/miwae.py:9
↓ 1 callers
Class
MSSIM
models/mssim_vae.py:182
↓ 1 callers
Class
MSSIMVAE
models/mssim_vae.py:9
↓ 1 callers
Class
SWAE
models/swae.py:9
↓ 1 callers
Class
VAEDataset
PyTorch Lightning data module Args: data_dir: root directory of your dataset. train_batch_size: the batch size to use durin
dataset.py:66
↓ 1 callers
Class
VAEXperiment
experiment.py:15
↓ 1 callers
Class
VQVAE
models/vq_vae.py:73
↓ 1 callers
Class
VampVAE
models/vampvae.py:8
↓ 1 callers
Class
VanillaVAE
models/vanilla_vae.py:8
↓ 1 callers
Class
VectorQuantizer
Reference: [1] https://github.com/deepmind/sonnet/blob/v2/sonnet/src/nets/vqvae.py
models/vq_vae.py:7
↓ 1 callers
Class
WAE_MMD
models/wae_mmd.py:8
Class
BaseVAE
models/base.py:5
Class
CategoricalVAE
models/cat_vae.py:9
Class
ConditionalVAE
models/cvae.py:8
Class
InfoVAE
models/info_vae.py:8
Class
MyDataset
dataset.py:15
Class
OxfordPets
URL = https://www.robots.ox.ac.uk/~vgg/data/pets/
dataset.py:40
Class
TestBetaTCVAE
tests/test_betatcvae.py:7
Class
TestCVAE
tests/text_cvae.py:6
Class
TestDFCVAE
tests/test_dfc.py:7
Class
TestDIPVAE
tests/test_dipvae.py:7
Class
TestFAE
tests/test_fvae.py:7
Class
TestGammaVAE
tests/test_gvae.py:7
Class
TestHVAE
tests/test_hvae.py:7
Class
TestIWAE
tests/test_iwae.py:7
Class
TestLVAE
tests/test_lvae.py:7
Class
TestMIWAE
tests/test_miwae.py:7
Class
TestMSSIMVAE
tests/test_mssimvae.py:7
Class
TestSWAE
tests/test_swae.py:7
Class
TestVAE
tests/bvae.py:7
Class
TestVAE
tests/test_joint_Vae.py:7
Class
TestVAE
tests/test_vae.py:7
Class
TestVAE
tests/test_logcosh.py:7
Class
TestVAE
tests/test_cat_vae.py:7
Class
TestVQVAE
tests/test_vq_vae.py:7
Class
TestVVAE
tests/text_vamp.py:7
Class
TestWAE
tests/test_wae.py:7
Class
TwoStageVAE
models/twostage_vae.py:8