CSTCloud Lab's repositories
TranAD
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
Language:PythonBSD-3-Clause000
OmniAnomaly
KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
Language:PythonMIT000
telemanom
LSTM-NDT
Language:Jupyter NotebookNOASSERTION000
DVGCRN
add swat and wadi in branch swat
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InterFusion
KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
MIT000
Anomaly-Transformer
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
MIT000
usad
usad
NOASSERTION000
DAGMM
DAGMM Tensorflow implementation
MIT000
MAD-GANs
Applied generative adversarial networks (GANs) to do anomaly detection for time series data
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