integrate react for front-end

[vskode]

Replicate and then replace the current plotly.dash frontend with a react frontend:

• install react
• link two scatter plots so that values that share a commen hidden variable are highlighted at the same time
• establish a connection between frontend and backend through api calls
• replicate current dash design with react
• dropdown with checkboxes to select which model embeddings to compare
• save umap embeddings as .json files so that they can be read by react
• test system with a lot of data (>10000 datapoints) and test performance
• if necessary replace getClosestPoint with just onHover event of the circle showing the datapoint
• zooming in and out would be helpful
  maybe rebuilding a lot of the functionality that plotlys scatterplot have by default will not be worth it, but maybe its also not that hard. Need to play around with this to find this out.

[vskode]

start backend with fastapi dev backend/sample.py
start frontend with npm start

[vskode]

selecting points now works on actual proximity, which is way better. In future a box or lasso select would be really nice to implement. But for now the distance calculation works well!

[topcoredevelop]

Hello , I 'd like to contribute to your project . gmail:[email protected]