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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 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.

dvc plots subcommands help you customize and generate these plots.

Options

  • -h, --help - prints the usage/help message, and exit.

  • -q, --quiet - do not write anything to standard output.

  • -v, --verbose - displays detailed tracing information.

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