stream algorithms

gistfile1.md

https://highlyscalable.wordpress.com/2012/05/01/probabilistic-structures-web-analytics-data-mining/

http://blog.gopheracademy.com/advent-2014/go-probably/

http://research.neustar.biz/2012/10/25/sketch-of-the-day-hyperloglog-cornerstone-of-a-big-data-infrastructure/

https://github.com/tylertreat/BoomFilters

http://bravenewgeek.com/stream-processing-and-probabilistic-methods/

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https://github.com/eclesh/welford

welford implements a one-pass algorithm for computing mean and variance

used by https://github.com/mattrco/anode

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https://github.com/GaryBoone/GoStats

Descriptive statistics and linear regression for Go

used by https://github.com/bradleyfalzon/influxdb-anomaly

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https://github.com/CamDavidsonPilon/tdigest

Efficient percentile estimation of streaming or distributed data

(python)

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https://github.com/dgryski/go-change

Online Change Detection Algorithm

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https://github.com/dgryski/go-onlinestats

One-pass running statistics

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https://vividcortex.com/blog/2013/07/08/streaming-approximate-histograms/

https://github.com/VividCortex/gohistogram