[RESEARCH]: Using Vega/Vegalite to create charts as outlined in the design sketches - Githubissues

DARPA-ASKEM / terarium

https://app.terarium.ai

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[RESEARCH]: Using Vega/Vegalite to create charts as outlined in the design sketches #3888

Open mwdchang opened 2 weeks ago

mwdchang commented 2 weeks ago

We want to reproduce the follow charts in Vega/Vega-lite grammar:

Line chart for showing simulated trajectories across multiple sampled runs

Show all trajectories
Show statistical aggregate as a separate time series (e.g. mean of the sample-trajectories)

Line chart showing calibration or optimization losses

Show trajectory
May want to consider capabilities to do different scales (linear, log)

Area chart + xy-scatter for showing error distributions and individual error across samples against some ground truth.

Show an area chart (estimate)
Show the "randrop" plot of individual samples

mwdchang commented 2 weeks ago

Examples:

Technical example showing raincloud + boxplot of a dataset:

https://gist.github.com/mwdchang/405758adac2e05fc285e50585518fe18

Example with multiple time series and transform

https://gist.github.com/mwdchang/702a216c5dfe297c10f6e169979af0ff