Models

Models and/or building blocks that can be useful outside of outlier, adversarial or drift detection can be found under alibi_detect.models. Main implementations:

  • PixelCNN++: from alibi_detect.models.tensorflow import PixelCNN

  • Variational Autoencoder: from alibi_detect.models.tensorflow import VAE

  • Sequence-to-sequence model: from alibi_detect.models.tensorflow import Seq2Seq

  • ResNet: from alibi_detect.models.tensorflow import resnet

Pre-trained TensorFlow ResNet-20/32/44 models on CIFAR-10 can be found on our Google Cloud Bucket and can be fetched as follows:

from alibi_detect.utils.fetching import fetch_tf_model

model = fetch_tf_model('cifar10', 'resnet32')
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