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View Code? Open in Web Editor NEWA web application for experimenting with dimensionality reduction with human guidance.
License: MIT License
A web application for experimenting with dimensionality reduction with human guidance.
License: MIT License
We want the amount of landmarks selectable by the user to be in a fixed range.
Use human readable ids for the lmds instances.
Remove the lines that indicate neighborhood
Add new metrics based on the https://pubmed.ncbi.nlm.nih.gov/31567092/ paper.
Make fps go brrrrr
Visualize Data and Landmarks.
Later we want to have an web based UI for user interaction. Therefore it would be a good idea to do the visualization also web based and extend it to the full featured UI in the next project phase.
When the plot needs to be redrawn it is still pretty slow. Maybe using a shader for rendering will improve it.
We have to change the data generation script for model training data to output distance matrices instead of vectors.
https://huggingface.co/datasets/dair-ai/emotion
another one
Currently the updated landmarks are not used by lmds.
Add a table where previously calculated metrics are shown
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