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[Feature] Iterations animation #8

@ivanightingale

Description

@ivanightingale

Animate the visualization of a sequence of solutions from a solver (e.g., to visualize the per-iteration solutions of optimization algorithms or per-epoch outputs of machine learning models).

Also allow visualization of fixed solutions alongside (same data across all animation frames, e.g., for ground-truth/reference final solutions).

Optionally provide a sequence of metric values visualized next to the variable visualization, for the progress of the metric to be animated in a line chart.

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