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Add optional analysis scripts #39

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timothyb0912 opened this issue Jan 30, 2021 · 0 comments
Open

Add optional analysis scripts #39

timothyb0912 opened this issue Jan 30, 2021 · 0 comments
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enhancement New feature or request

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@timothyb0912
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timothyb0912 commented Jan 30, 2021

Add optional set of { Makefile targets | script skeletons | config skeletons | source code} to the DS project representing each stage of the data science project lifecycle:

  • extract,
  • transform,
  • load,
  • draw causal graphs
  • confirmatory data analysis
  • exploratory data analysis
  • data fine-tuning for model training,
  • training,
  • prediction,
  • evaluate_predictions,
  • simulations_statistical,
    (e.g. simulate from one's choice model)
  • evaluate_simulations_stats,
  • simulations_science/system/business,
    (e.g. simulate from one's parking location choice model
    + one's parking duration model
    + one's parking arrival model)
  • evaluation_science/system/business,
  • logging,

Consider using an optional use_default_analysis_steps feature prompt in cookiecutter for this?

@timothyb0912 timothyb0912 added the enhancement New feature or request label Jan 30, 2021
@timothyb0912 timothyb0912 self-assigned this Jan 30, 2021
This was referenced Jan 30, 2021
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