plots
A set of commands to visualize and compare data series or images from ML projects: show, diff, modify and templates.
Synopsis
usage: dvc plots [-h] [-q | -v] {show,diff,modify,templates} ...
positional arguments:
COMMAND
show Generate plots from target files or from `plots`
definitions in `dvc.yaml`.
diff Show multiple versions of a plot by overlaying them
in a single image.
modify Modify display properties of data-series plots
defined in stages (has no effect on image plots).
templates List built-in plots templates or show JSON
specification for one.
Description
You can visualize and compare JSON, YAML 1.2, CSV, TSV data files or JPEG, GIF, PNG, or SVG images found in your project. Typically these are artifacts of an ML pipeline or performance logs produced by DVCLive.
Plots have to be defined either at the stage level, or at the pipeline level in
dvc.yaml
.
See Visualizing Plots and the plots schema for more details
dvc plots
subcommands help you customize and generate these plots.