Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Telemanom | 793 | 2 years ago | 11 | other | Jupyter Notebook | |||||
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions. | ||||||||||
Rnn Time Series Anomaly Detection | 769 | 3 years ago | 27 | apache-2.0 | Python | |||||
RNN based Time-series Anomaly detector model implemented in Pytorch. | ||||||||||
Ad_examples | 738 | 2 years ago | 2 | mit | Python | |||||
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network. | ||||||||||
Keras Anomaly Detection | 298 | 6 years ago | 5 | mit | Python | |||||
Anomaly detection implemented in Keras | ||||||||||
Lstm_anomaly_thesis | 191 | 3 years ago | 1 | mit | Jupyter Notebook | |||||
Anomaly detection for temporal data using LSTMs | ||||||||||
Skeleton_based_anomaly_detection | 95 | 3 years ago | 7 | Python | ||||||
Code for the CVPR'19 paper "Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos" | ||||||||||
Srnn_tsc_anomaly_detection | 54 | 3 years ago | 4 | Python | ||||||
Cs550 | 28 | 7 months ago | mit | Jupyter Notebook | ||||||
Machine Learning Course at IIT Bhilai | ||||||||||
Exp Anomaly Detector | 21 | 7 years ago | Jupyter Notebook | |||||||
The design of a time series anomaly detector through RNN and RL. | ||||||||||
Fared_for_anomaly_detection | 13 | 3 years ago | mit | Python | ||||||
Official source code of FARED |