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feat: Add Attention Maps visualization to AI tab#651

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feat/attention-maps-gui-11621441975743841491
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feat: Add Attention Maps visualization to AI tab#651
fderuiter wants to merge 1 commit intomainfrom
feat/attention-maps-gui-11621441975743841491

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Implemented the Attention Maps visualization feature in the AI tab. This feature calculates and displays a heatmap of self-attention weights using math_explorer's scaled_dot_product_attention function and egui_plot for visualization.


PR created automatically by Jules for task 11621441975743841491 started by @fderuiter

This commit implements the "Attention Maps" task from todo_gui.md.
It creates a new `AttentionMapsTool` struct that implements the `AiTool` trait.
The tool visualizes self-attention weights using `egui_plot::Plot` and `egui_plot::Points`
to create a heatmap. It utilizes the existing `scaled_dot_product_attention`
function from `math_explorer::ai::transformer::attention` to compute the weights
based on interactively generated Query and Key matrices.
The tool is registered in `math_explorer_gui/src/tabs/ai/mod.rs` and the todo list
is updated.

Co-authored-by: google-labs-jules[bot] <161369871+google-labs-jules[bot]@users.noreply.github.com>
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@fderuiter fderuiter closed this Mar 13, 2026
@fderuiter fderuiter deleted the feat/attention-maps-gui-11621441975743841491 branch March 13, 2026 18:40
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