/dvc-plot-example

Primary LanguageJupyter Notebook

ZnTrack: Plot Example

This repository demonstrates how to use ZnTrack and DVC to add plots to an experiment. The following files are relevant:

run_experiment.py

This file contains the necessary node implementation and thus the plot capability. In the node an artifical DataFrame will be created to demonstrate how to visualize tabular data. ZnTrack offers interaction with a DataFrame object using the zn.plot-method. This is shown in the given file, which will plot the experiment (x-axis) and error (y-axis) columns.

workflow.ipynb

Used to write the graph and execute the workflow.

Inspect on Iterative Studio

Click -> DVC

Here you can inspect the resulting plots of two runs by selecting the commits and clicking on the plots tab.