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Vis utils #277

Merged
merged 9 commits into from
Oct 23, 2024
Merged

Vis utils #277

merged 9 commits into from
Oct 23, 2024

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arik-shurygin
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@arik-shurygin arik-shurygin commented Oct 16, 2024

this PR adds the following functionality

  1. Implements default saving of visualizations along with all calls to abstract_azure_runner.save_inference_posteriors() via the save_mcmc_chains_plot and save_correlation_pairs_plot functions
  2. Adds the vis_utils.py file to src/ that declares some useful utils functions for generating views of the model outputs (both the azure_visualizer_timelines.csv and the checkpoint.json files)
  3. adds plotly and shinywidgets back into our version control since we are still using shiny to a limited extent

The idea behind these changes is to further automate the visualization pipeline so users can more easily see the results of their fits and/or projections.

This has the added benefit of opening the door to faster load times in the shiny_visualizers/ apps as they can now load static images right away (especially useful for large plots like the correlation pairs plot.

CLOSES #276

@arik-shurygin arik-shurygin requested a review from kokbent October 16, 2024 22:23
@arik-shurygin arik-shurygin mentioned this pull request Oct 17, 2024
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@mrbatist mrbatist left a comment

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There are a lot of changes, but it looks good to me from a quick read through.

@arik-shurygin arik-shurygin merged commit df40add into main Oct 23, 2024
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@arik-shurygin arik-shurygin deleted the vis_utils branch October 23, 2024 19:54
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auto-generation of visualizations in azure
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