Data Science Desktop Survival Guide by Graham Williams
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Multiple File Scripts

20200105

resume

For multiple scripts associated with a project that have a processing order associated with them use a simple two digit number prefix scheme. Separating by 10's allows additional script files to be added into the sequence later.

Sometimes this can become a burden. Users find themselves reverting to a single script file for their code. It requires some judgement and discipline to modularise your code in this way, and maybe some assistance too from the integrated development environment being used.

Suggested

00_setup.R
10_ingest.R
20_observe.R
30_process.R
40_meta.R
50_save.R
60_classification.R
62_rpart.R
64_randomForest.R
66_xgboost.R
68_h20.R
70_regression.R
72_lm.R
74_rpart.R
76_mxnet.R
80_evaluate.R
90_deploy.R
99_all.R