API implementation fix

Merge upstream/main into gradio - bring in all core improvements

chore: clean up redundant scripts and consolidate thresholds

chore: clean up stale results, add partial FNR script

fix: use actual computed FNR thresholds in docs

new clean branch

second attempt at fdr/fnr generating script

rewrote precompute fdr into shell script

refactored gradio code to use pre-existing files

completed fnr and fdr thresholds scripts. currently testing both

completed script v1 for generating fdr thresholds

third overall update

update v1

first attempt at gradio website. basic functionalities for UI/UX present