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dvthis's Introduction

  • ๐Ÿ‘‹ Hi, Iโ€™m @jcpsantiago
  • ๐Ÿ‘€ Iโ€™m interested in data science, functional programming and cycling
  • ๐ŸŒฑ Iโ€™m currently building a medical publishing company and a ClojureDart mobile app (knowuro.com)
  • ๐Ÿ’ž๏ธ Iโ€™m looking to collaborate on data science/data engineering tools
  • ๐Ÿ“ซ Reach me via my website jcpsantiago.xyz

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dvthis's Issues

question: Project Structure creation

The readme refers to below folder structure, however it is unclear if this needs to be created manually or can dvthis do it for us? Can you please clarify?
.
โ”œโ”€โ”€ data # all data that's not a model, metrics or plots goes here
โ”‚ โ”œโ”€โ”€ intermediate # outputs of each stage to be used in future stages
โ”‚ โ””โ”€โ”€ raw # original data; should never be overwritten; saved in remote storage with DVC
โ”œโ”€โ”€ metrics # metrics of interest in JSON; DVC can track these over time
โ”œโ”€โ”€ models # final output of your pipeline, in case it's a model
โ”œโ”€โ”€ plots # any plots produced, including CSVs with data for plots (see DVC docs)
โ”œโ”€โ”€ queries # .sql files or other format so that queries are also tracked
โ”œโ”€โ”€ R # additional R functions needed for this project and not in a pkg yet
โ”œโ”€โ”€ reports # more complete reports or model cards
โ””โ”€โ”€ stages # scripts for each stage; doesn't need to be only in R!

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