The DATUM Lab

All

11 repositories

TSB-AD
Public
TSB-AD: Towards A Reliable Time-Series Anomaly Detection Benchmark
benchmark time-series anomaly-detection
Python
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Apache License 2.0
•14•56•3•10•Updated Dec 8, 2024Dec 8, 2024
TSB-UAD
Public
An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection
python data-science benchmark data-mining time-series python3 datasets time-series-analysis anomaly-detection anomaly-detection-algorithm
Jupyter Notebook
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Apache License 2.0
•52•159•0•0•Updated Dec 3, 2024Dec 3, 2024
VUS
Public
Jupyter Notebook
•42•62•1•0•Updated Nov 29, 2024Nov 29, 2024
DATUM
Public
0•0•0•0•Updated Nov 21, 2024Nov 21, 2024
kshape-python
Public
Python implementation of k-Shape
python clustering time-series-clustering timeseries-analysis kshape timeseries
Python
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MIT License
•106•334•0•0•Updated Oct 5, 2023Oct 5, 2023
VAQ
Public
Fast Adaptive Similarity Search through Variance‑Aware Quantization
hashing data-structures nearest-neighbor-search nearest-neighbors knn product-quantization similarity-search knn-algorithm
C++
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Apache License 2.0
•1•7•1•0•Updated Apr 26, 2023Apr 26, 2023
kshape-matlab
Public
Matlab implementation for k-Shape
time-series clustering matlab time-series-analysis time-series-clustering unsupervised-clustering
MATLAB
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MIT License
•40•53•0•0•Updated Feb 8, 2023Feb 8, 2023
grail-python
Public
"GRAIL: Efficient Time-Series Representation Learning"
clustering classification kernel-methods representation-learning similarity-search learning-to-compress
Python
•39•40•0•0•Updated Dec 20, 2021Dec 20, 2021
UCRArchiveFixes
Public
2018 UCR Time-Series Archive: Backward Compatibility, Missing Values, and Varying Lengths
time-series interpolation archive resampling datasets time-series-analysis time-series-clustering time-series-classification missing-values varying-lengths
MATLAB
•39•37•0•0•Updated Nov 26, 2020Nov 26, 2020
TSDistEval
Public
MATLAB
•39•39•0•0•Updated Jun 18, 2020Jun 18, 2020
grail-matlab
Public
Generic RepresentAtIon Learning for Time Series
MATLAB
•36•36•0•0•Updated Aug 2, 2019Aug 2, 2019