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plots

A set of commands to visualize and compare data series or images from ML projects: show, diff, and templates.

Synopsis

usage: dvc plots [-h] [-q | -v] {show,diff,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.
    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.

See Visualizing Plots and the plots schema for more details

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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