SBI for profile domain timing of pulsars

This repository holds the code database to perform simulation based inference on pulsar portraits. A new and fast way to do profile domain timing. The current database has been codified to model the frewuency evolution effects on PSR J2145-0750 but future iterations will also include the time domain modelling as well. This can be effectively replicated to any number of pulsars just by modelling the highest S/N portrait of a particular pulsar. It holds a lot of potential to time the large datasets in a very short amount of time just after a single training session.