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historystacks.jl's Introduction

Overview

This is a lightweight package containing utilities for online parameter estimation of linear regression models. The main type exported by this package is a HistoryStack containing pairs of targets and regressors recorded at various time instances. The main utility of this package is an implementation of the algorithm originally proposed in

  • G. Chowdhary and E. Johnson, "A singular value maximizing data recording algorithm for concurrent learning," in Proceedings of the American Control Conference, pp. 3547-3552, 2011,

for managing data in the history stack, which can then be used in applications such as adaptive control. For more details on these utilities please check out the examples folder.

historystacks.jl's People

Contributors

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