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GitHub / TheDatumOrg / TSB-UAD

An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TheDatumOrg%2FTSB-UAD

Stars: 119
Forks: 49
Open Issues: 0

License: None
Language: Jupyter Notebook
Repo Size: 121 MB
Dependencies: 41

Created: over 2 years ago
Updated: about 1 month ago
Last pushed: about 1 month ago
Last synced: about 1 month ago

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Dependencies

requirements.txt pypi

arch ==5.0.1
h5py ==2.10.0
hurst ==0.0.5
matrixprofile ==1.1.10
networkx ==2.6.3
numpy ==1.18.5
pandas ==1.3.3
pmdarima ==1.8.2
scikit-learn ==0.23.0
scipy ==1.4.1
six ==1.16.0
statsmodels ==0.12.2
stumpy ==1.9.2
tensorboard ==2.6.0
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.0
tensorflow ==2.3.0
tensorflow-estimator ==2.3.0
tsfresh ==0.18.0
tslearn ==0.5.1.0

setup.py pypi

Keras-Preprocessing ==1.1.2
arch ==5.3.1
hurst ==0.0.5
keras ==2.9.0
matplotlib ==3.5.3
matrixprofile ==1.1.10
networkx ==2.5.1
numpy ==1.21.6
pandas ==1.3.5
scikit-learn ==0.22
scipy ==1.7.3
statsmodels ==0.13.2
stumpy ==1.8.0
tensorboard ==2.9.1
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
tensorflow ==2.9.1
tensorflow-estimator ==2.9.0
tensorflow-io-gcs-filesystem ==0.26.0
tsfresh ==0.8.1
tslearn ==0.4.1

environment.yml pypi