This page was generated from doc/source/models/overview.ipynb.
Overview¶
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:
Variational Autoencoder:
alibi_detect.models.autoencoder.VAE
Sequence-to-sequence model:
alibi_detect.models.autoencoder.Seq2Seq
ResNet:
alibi_detect.models.resnet
Pre-trained 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')