This page was generated from 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:
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')