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GitHub / Fengrui-Liu / StreamAD
Online anomaly detection for data streams/ Real-time anomaly detection for time series data.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Fengrui-Liu%2FStreamAD
Stars: 95
Forks: 22
Open Issues: 2
License: apache-2.0
Language: Python
Repo Size: 31 MB
Dependencies:
66
Created: over 3 years ago
Updated: about 1 month ago
Last pushed: about 1 year ago
Last synced: about 1 month ago
Commit Stats
Commits: 227
Authors: 6
Mean commits per author: 37.83
Development Distribution Score: 0.062
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/Fengrui-Liu/StreamAD
Topics: anomaly-detection, data-stream-processing, data-streams, incremental-learning, machine-learning, online-learning, outlier-detection, python, real-time-detection, streaming, time-series, timeseries
Files
Dependencies
- jupytext *
- myst_nb *
- plotly *
- recommonmark *
- rrcf *
- setuptools ==58.2.0
- sphinx-book-theme *
- sphinx-togglebutton *
- sphinx_autodoc_typehints *
- sphinx_copybutton *
- sphinx_design *
- sphinxcontrib.apidoc *
- sphinxcontrib.bibtex *
- tdigest *
- actions/checkout v3 composite
- actions/setup-python v3 composite
- pypa/gh-action-pypi-publish 27b31702a0e7fc50959f5ad993c78deac1bdfc29 composite
- actions/checkout master composite
- actions/checkout v3 composite
- actions/setup-python master composite
- actions/setup-python v3 composite
- codecov/codecov-action v2 composite
- pypa/gh-action-pypi-publish v1.5.0 composite
- fast-histogram ^0.11
- mmh3 ^3.0.0
- numpy ^1.22
- pandas ^1.3.0
- plotly ^5.14.1
- pytest ^7.3.1
- pytest-cov ^4.0.0
- python ^3.8
- rrcf ^0.4.4
- scikit-learn ^1.0.0
- scipy ^1.3.1
- statsmodels 0.13.5
- tdigest ^0.5.2.2
- accumulation-tree 0.6.2
- colorama 0.4.6
- coverage 7.2.5
- exceptiongroup 1.1.1
- fast-histogram 0.11
- iniconfig 2.0.0
- joblib 1.2.0
- mmh3 3.1.0
- numpy 1.24.3
- packaging 23.1
- pandas 1.5.3
- patsy 0.5.3
- plotly 5.14.1
- pluggy 1.0.0
- pytest 7.3.1
- pytest-cov 4.0.0
- python-dateutil 2.8.2
- pytz 2023.3
- pyudorandom 1.0.0
- rrcf 0.4.4
- scikit-learn 1.2.2
- scipy 1.6.1
- scipy 1.9.3
- six 1.16.0
- statsmodels 0.13.5
- tdigest 0.5.2.2
- tenacity 8.2.2
- threadpoolctl 3.1.0
- tomli 2.0.1