I have a figure with a huge scatter plot (17 k points) and the skeleton of a model (6 lines, 7 points per line) like this :
I have an input form for the parameters of the model. There’s also an algorithm that improves the fitness of the model, given that you give it good enough initial values (parameters on the image are initial guesses, to further be fit).
Now, the scatter will not move through the process (long), never. It’s true observed data. What will move is the model and all 6 of its branches. And the projection of it on another figure (on-request).
What I have now is a validation button on the form to update the whole figure , but I only need to update the 6 model traces (42 points, very light). Is this possible to update only a few traces ? If this is possible, the next step would be to update the 6 traces with a client-side callback on the form parameter inputs (i/o of a validation button).