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3 posts tagged with "Experiments"

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Sync Trials to Foundry Dataset

Sync your experiment trials to a linked Foundry dataset with one click, writing a snapshot of all trial data as a Parquet file.

What's included​

Sync button on the trials page​

The Views button in the study toolbar

A new Sync button sits in the top-right toolbar of the experiment trials page, next to the Add and Upload controls.

  • Click Sync to export all trials for the experiment to the linked Foundry dataset
  • The button shows a loading spinner while the sync runs and toasts the number of rows synced on completion
  • The button is disabled when there are no trials or no Foundry dataset is linked to the experiment

What gets synced​

  • Only trials where all parameters are complete are included, regardless of state
  • Each sync overwrites the previous snapshot

Notes​

  • The Sync button requires a Foundry dataset to be linked to the experiment at creation time
  • Each sync is a full snapshot — incremental/append writes are not currently supported

Desirability Convergence Chart

New desirability convergence chart for tracking optimization progress across experiment trials.

What's included​

How it works​

Numerical Parameter - select parameter

  • Select a numerical parameter from the parameter sidebar to color data points by that parameter's value
  • A continuous color scale shows how parameter values relate to desirability scores across trials
  • The best so far line tracks the highest desirability achieved up to each trial

Categorical Parameter - select parameter

  • Select a categorical parameter to color data points by category
  • A discrete color legend identifies each category value

Notes​

  • The convergence chart is available under the Desirability tab in the Visualization section
  • Chart interactions and layout may continue to evolve during the beta phase
  • If you notice any unexpected behavior, please share steps to reproduce

Trellis plots in Experiment Visualization Convergence

Split convergence plot into a multi-panel grid when multiple targets are selected.

What's included​

How it works​

Trellis convergence plot

  • Select multiple targets from the target sidebar
  • The convergence plot automatically splits into a grid — one panel per target
  • Each panel shares the same x-axis (iteration index) but has an independent y-axis scale

Trellis - select point

  • Click a data point to highlight the corresponding trial across all panels

Trellis - draw point

  • Shift-drag to draw a brush selection across panels
  • Points outside the selection are dimmed
  • Up to 6 targets can be displayed at a time

Notes​

  • Single target selection continues to show the standard convergence plot
  • Trellis layout and interactions may continue to evolve during the beta phase
  • If you notice any unexpected behavior, please share steps to reproduce