mealy: Mealy machines for processing time-series and ordered data.

[ algorithm, bsd3, library ] [ Propose Tags ] [ Report a vulnerability ]

mealy reimagines statistics as a mealy machine processing data with some form of order such as time-series data. The Mealy, with the help of a decay function specifying the relative weights of recent values versus older value, can be treated as a compression or summary of the data stream into 'current state.' Mealies are highly polymorphic, situated at a busy crossroad of theory and practice, and lend themselves to ergonmic, compact and realistic representations of a wide range of online phenomena.

Usage

>>> import Mealy
>>> fold ((,) <$> ma 0.9 <*> std 0.9) [1..100]
(91.00265621044142,9.472822805289121)

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Versions [RSS] 0.0.1, 0.0.2, 0.0.3, 0.1.0, 0.2.0, 0.3.0, 0.4.0, 0.4.1, 0.4.2, 0.4.3, 0.4.4, 0.4.4.1, 0.4.5.0, 0.5.0.0
Change log ChangeLog.md
Dependencies adjunctions (>=4.0 && <4.5), base (>=4.14 && <5), containers (>=0.6 && <0.8), harpie (>=0.1 && <0.2), harpie-numhask (>=0.1 && <0.2), mwc-probability (>=2.3.1 && <2.4), numhask (>=0.11 && <0.13), primitive (>=0.7.2 && <0.10), profunctors (>=5.6.2 && <5.7), tdigest (>=0.2.1 && <0.4), text (>=1.2 && <2.2), vector (>=0.12.3 && <0.14), vector-algorithms (>=0.8.0 && <0.10) [details]
Tested with ghc ==9.10.1, ghc ==9.6.5, ghc ==9.8.2
License BSD-3-Clause
Copyright Tony Day (c) 2013
Author Tony Day
Maintainer tonyday567@gmail.com
Category algorithm
Home page https://github.com/tonyday567/mealy#readme
Bug tracker https://github.com/tonyday567/mealy/issues
Source repo head: git clone https://github.com/tonyday567/mealy
Uploaded by tonyday567 at 2024-10-12T00:21:17Z
Distributions LTSHaskell:0.5.0.0, Stackage:0.5.0.0
Reverse Dependencies 3 direct, 0 indirect [details]
Downloads 1126 total (25 in the last 30 days)
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Status Docs available [build log]
Last success reported on 2024-10-20 [all 1 reports]