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exp
Alias of
dvc experiments.
A set of commands to generate and manage experiments: run, show, diff, apply, branch, remove, push, pull, list, and clean.
Requires that Git is being used to version the project.
Synopsis
usage: dvc exp [-h] [-q | -v]
{show,apply,diff,run,branch,list,push,pull,remove,clean}
...
positional arguments:
COMMAND
show Print experiments.
run Run or resume an experiment.
apply Apply the changes from an experiment to your workspace.
branch Promote an experiment to a Git branch.
clean Cleanup experiments temporary internal files.
diff Show changes between experiments.
list List local and remote experiments.
pull Pull an experiment from a Git remote.
push Push a local experiment to a Git remote.
remove Remove experiments.
save Save current workspace as an experiment.Description
dvc exp subcommands provide specialized ways to create and manage data
science/ machine learning experiments.
See Experiment Management for more info.
Note that DVC assumes that experiments are deterministic (see Avoiding unexpected behavior).