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Mathematica
README.md

README.md

Time series workflows conversational agent

This folder has code and descriptions for the making of a conversational agent that generates time series workflows using the monad QRMon coded in [AA1] and described in [AA2] .

The EBNF grammar file "TimeSeriesWorkflowsGrammar.m" is put in repository's EBNF folder.

Cursory example

QRMonUnit[distData]⟹
  ToQRMonPipelineFunction["show data summary"]⟹
  ToQRMonPipelineFunction["calculate quantile regression for quantiles 0.2, 0.8 and with 40 knots"]⟹
  ToQRMonPipelineFunction["plot"];

References

[AA1] Anton Antonov, Monadic Quantile Regression Mathematica package, (2018), MathematicaForPrediction at GitHub.

[AA2] Anton Antonov, A monad for Quantile Regression workflows, (2018), MathematicaForPrediction at WordPress.