mindspore.nn.probability.toolbox.VAEAnomalyDetection¶
-
class
mindspore.nn.probability.toolbox.
VAEAnomalyDetection
(encoder, decoder, hidden_size=400, latent_size=20)[source]¶ Toolbox for anomaly detection by using VAE.
Variational Auto-Encoder(VAE) can be used for Unsupervised Anomaly Detection. The anomaly score is the error between the X and the reconstruction of X. If the score is high, the X is mostly outlier.
- Parameters
- Supported Platforms:
Ascend
GPU