python implementations of the Flajolet-Martin, LogLog, SuperLogLog, and HyperLogLog cardinality estimation algorithms, specifically used to estimate the cardinality of unique traffic violations in NYC in the 2019 fiscal year
Python implementation of Hansen's Superior Predictive Ability (SPA) Test for evaluating multiple strategy performances, adjusting for correlation effects and multiple comparisons to identify statistically significant strategies. This version doesn't use bootstrapping and uses a loglog correction.
A comprehensive system for tracking project stages and progress using loglog format. Features templates, automation, and visual indicators.
Implementation of HyperLogLog algorithm to count number of unique elements in data stream.
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