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dvc_example's Introduction

DVC_example

DVC example for Data Science in Context DATA 607

Make some data

python gen_data -d <n_datapoints> -c <c1,c2,c3,c4> (c1-c4 are coefficients that the linear regressor should find)

Example use cases

git checkout <branch> data.csv.dvc (checkout the dvc pointer from a specific branch/point in time)
dvc checkout (dvc sees the pointer has changed, pulls in the right version of data.csv from the dvc cache)
dvc repro run/check_coeffs.dvc (dvc reproduces the pipeline up to the stage specified.)

If you need to alter stages of the pipeline

Here you define the stages, their dependencies, and their outputs

See dvc documentation for more info

make changes to run/<stage-definition-file>.sh files
bash run/<stage-definition-file>.sh

dvc_example's People

Contributors

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