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Luminaire

This library focuses on anomaly detection in time series data. In particular, it supports monitoring data over comparible windows instead of tracking individual data points as outliers.

Logo
Website	https://zillow.github.io/luminaire/
Repository	https://github.com/zillow/luminaire/
Byline	Luminaire is a python package that provides ML driven solutions for monitoring time series data.
License	Apache 2.0
Project age	2 years 5 months
Backers	Zillow (Creator and maintainer)
Lastest News (2022-07-26)	0.4.0 Support up to Python 3.10; Support of latest versions of scipy, statsmodels and bayesian-changepoin-detection; Minor bug fixes and … more
Size score (1 to 10, higher is better)	1.75
Trend score (1 to 10, higher is better)	4.75

Education Resources

URL	Resource Type	Description
https://arxiv.org/abs/2011.05047	Paper	Paper providing an overview of Luminaire (IEEE Big Data, 2020)
https://arxiv.org/abs/2001.01056	Paper	Paper going into detail on Luminaire’s teporal state alignment algorithm (IEEE ICMLA, 2019)

Git Commit Statistics

Statistics computed using Git data through November 30, 2022.

Statistic	Lifetime	Last 12 Months
Commits	1,444	154
Lines committed	1,195,750	4,132
Unique committers	13	7
Core committers	4	4

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