Connect Hoopla to emcee.js, allow a user to find a rough initial guess of a lens model based on the image of the input lensing system, then apply MCMC to improve the accuracy of the guessed model.
Tasks
[ ] compute the difference between the "predicted image" and observed image.
[ ] fit for the unknown noise level in the observed image.
[ ] make the lens galaxies emit light and fit the light profile of the lens galaxies.
[ ] Produce "cleaner" lensed images by subtracting the light profile of lenses and noise.
[ ] construct a "sample" button on the Hoopla page.
Goal
Connect Hoopla to emcee.js, allow a user to find a rough initial guess of a lens model based on the image of the input lensing system, then apply MCMC to improve the accuracy of the guessed model.
Tasks