Query support - Githubissues

code-lukas / Spacewalker

MIT License

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Query support #2

Open code-lukas opened 5 months ago

code-lukas commented 5 months ago

Inside the GUI:

Requirements:

Model with query support

Core:

Centered text field that allows user input
Input gets tokenised -> model inference -> embedding -> fit with prior DR -> 3D coordinate -> Visualise as something non-spherical

Save DR projection:

https://github.com/koulakis/h-nne/blob/3bf3ec7f05eee394f88f519232e4937d3a78e0cc/hnne/projector.py#L297

Additional features:

Make query visible if its outside the current FOV
Options: Shift current FOV's center to the query point, Adjust FOV to contain all samples, adjust FOV to see the cluster nearest to the query, adjust FOV n (fixed) samples around query