streamly-statistics

Version 0.1.0 revision 0 uploaded by harendra.

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Synopsis
Statistical measures for finite or infinite data streams.
Description

Statistical measures for finite or infinite data streams.

All operations use numerically stable floating point arithmetic. Measurements can be performed over the entire input stream or on a sliding window of fixed or variable size. Where possible, measures are computed online without buffering the input stream.

Includes:

  • Summary: length, sum, powerSum

  • Location: minimum, maximum, rawMoments, means, exponential smoothing

  • Spread: range, variance, deviations

  • Shape: skewness, kurtosis

  • Sample statistics, resampling

  • Probablity distribution: frequency, mode, histograms

  • Transforms: Fast fourier transform

Author
Composewell Technologies
Bug reports
https://github.com/composewell/streamly-statistics/issues
Category
Streamly, Statistics
Copyright
2019 Composewell Technologies
Homepage
https://streamly.composewell.com
Maintainer
streamly@composewell.com
Package URL
n/a
Stability
n/a

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