# Analyzing hyperparameters without actualy performing a sweep

**URL:** <https://community.wandb.ai/t/analyzing-hyperparameters-without-actualy-performing-a-sweep/2719>\
**Category:** W&B Help\
**Created:** [July 7, 2022, 8:09am UTC](https://community.wandb.ai/t/analyzing-hyperparameters-without-actualy-performing-a-sweep/2719 "2022-07-07T08:09:02Z")\
**Posts on this page:** 1\
**Showing post:** 4

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**Author:** ![\_scott](https://sea2.discourse-cdn.com/flex020/user_avatar/community.wandb.ai/_scott/32/95_2.png) [@\_scott](https://community.wandb.ai/u/_scott)\
**Post date:** [July 7, 2022, 6:37pm UTC](https://community.wandb.ai/t/analyzing-hyperparameters-without-actualy-performing-a-sweep/2719/4 "2022-07-07T18:37:19Z")

</div>

I can’t see the images above, but if you would like to create a [parallel coordinates plot](https://docs.wandb.ai/ref/app/features/panels/parallel-coordinates), you can do so using the UI by clicking “add panel” in your workspace and choosing Parallel Coordinates.

If you need to do this programmatically, one _very_ recent feature would be to create a W&B Report using our Api. You can programatically define what plots show up. It is a very new feature so it’ll become better documented and more stable over time.

Here’s how you would create a Parallel Coordinates plot programmatically and save it in a report using Python.

```auto
import wandb
import wandb.apis.reports as wb
api = wandb.Api()
project = 'pytorch-sweeps-demo'
wandb.require('report-editing') # this is needed as of version 0.12.21 but will likely not be needed in future.
report = wb.Report(
    project=project,
    title='Sweep Results',
    blocks=[
            wb.PanelGrid(panels=[
                 wb.ParallelCoordinatesPlot(
                     columns=[wb.reports.PCColumn('batch_size'), wb.reports.PCColumn('epoch'), wb.reports.PCColumn('loss')])
            ], runsets=[wb.RunSet(project=project)]),
    ]
)
report.save()

```

This will then show up in the Reports tab on your project.  
As this is a very fresh API, there may be issues or features that are not supported yet. I do apologise if that happens to you, I’ll be happy to follow up and provide help.

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_[View the full topic](https://community.wandb.ai/t/analyzing-hyperparameters-without-actualy-performing-a-sweep/2719)._