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added deepsad base code

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This commit is contained in:
Jan Kowalczyk
2024-06-28 07:42:12 +02:00
parent 2eb1bf2e05
commit 914bb020d0
57 changed files with 4974 additions and 0 deletions
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Deep-SAD-PyTorch/src/networks/__init__.py Normal file
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from .main import build_network, build_autoencoder
from .mnist_LeNet import MNIST_LeNet, MNIST_LeNet_Decoder, MNIST_LeNet_Autoencoder
from .fmnist_LeNet import FashionMNIST_LeNet, FashionMNIST_LeNet_Decoder, FashionMNIST_LeNet_Autoencoder
from .cifar10_LeNet import CIFAR10_LeNet, CIFAR10_LeNet_Decoder, CIFAR10_LeNet_Autoencoder
from .mlp import MLP, MLP_Decoder, MLP_Autoencoder
from .layers.stochastic import GaussianSample
from .layers.standard import Standardize
from .inference.distributions import log_standard_gaussian, log_gaussian, log_standard_categorical
from .vae import VariationalAutoencoder, Encoder, Decoder
from .dgm import DeepGenerativeModel, StackedDeepGenerativeModel