Pinned Repositories
Anomaly-Transformer
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
Dataset-for-TSAD
datasets
The datasets of TSAD
DVGCRN
add swat and wadi in branch swat
EasyTSAD
A framework for easy running and evaluating your TSAD algorithm.
FCVAE
Code of FCVAE accepted by WWW 2024
InterFusion
KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
MAD-GANs
Applied generative adversarial networks (GANs) to do anomaly detection for time series data
OmniAnomaly
KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
TranAD
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
CSTCloud Lab's Repositories
CSTCloudOps/FCVAE
Code of FCVAE accepted by WWW 2024
CSTCloudOps/EasyTSAD
A framework for easy running and evaluating your TSAD algorithm.
CSTCloudOps/datasets
The datasets of TSAD
CSTCloudOps/Dataset-for-TSAD
CSTCloudOps/ActiveDNS
CSTCloudOps/Anomaly-Transformer
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
CSTCloudOps/DVGCRN
add swat and wadi in branch swat
CSTCloudOps/InterFusion
KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
CSTCloudOps/MAD-GANs
Applied generative adversarial networks (GANs) to do anomaly detection for time series data
CSTCloudOps/OmniAnomaly
KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
CSTCloudOps/TranAD
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
CSTCloudOps/DAGMM
DAGMM Tensorflow implementation
CSTCloudOps/telemanom
LSTM-NDT
CSTCloudOps/usad
usad