Feature: Visualization script for the evolution tree from a checkpoint#59
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jvm123
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Note for another day or for a D3 wizard out there: |
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Thanks for adding this, I actualy built this https://evovisual-advanced-evolutionary-concepts-577160257370.us-west1.run.app/ to explain about GA and AlphaEvolve at a talk recently. Having a good visualization can really help users figure out what is happening. |
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Nice work! And thanks for the input / inspiration. |
…at shows score progression of programs during the evolution. MAP-elites view and choosable metrics added.
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I added many new features to the frontend. A new visualization shows the score of the program nodes on a graph. |
…volution-graph-visualizer Feature: Visualization script for the evolution tree from a checkpoint
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The
scripts/visualizer.pystarts a flask webserver. In the web browser, a visualization of the evolution tree is available, with individual program data apparent in a tooltip. Live update and zoom is supported for large graphs. Upon double click, the program info opens in a new tab.The script watches a folder structure (default examples/) for the newest checkpoint directory. A specific checkpoint directory can also be passed to the script.
The script is fully independent from the remaining code base and relies on the existing checkpoint files.