The DATUM Lab

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16 repositories

TSB-AutoAD
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Jun 1, 2025Jun 1, 2025
SPARTAN
Public
Python
•0•2•0•0•Updated Apr 15, 2025Apr 15, 2025
MTSDistEval
Public
Python
•0•0•0•0•Updated Apr 15, 2025Apr 15, 2025
ShapleyValuesEval
Public
Jupyter Notebook
•0•0•0•0•Updated Apr 13, 2025Apr 13, 2025
ShapX-Engine
Public
Python
•0•0•0•0•Updated Apr 13, 2025Apr 13, 2025
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
•28•126•11•1•Updated Apr 11, 2025Apr 11, 2025
DATUM
Public
0•0•0•0•Updated Mar 20, 2025Mar 20, 2025
VUS
Public
Jupyter Notebook
•41•76•1•0•Updated Jan 14, 2025Jan 14, 2025
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
•58•186•3•1•Updated Dec 3, 2024Dec 3, 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
•107•346•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•54•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
•40•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•38•0•0•Updated Nov 26, 2020Nov 26, 2020
TSDistEval
Public
MATLAB
•40•40•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