Novel Model Slection Criterion for Inference of Ising Models

Author - Michael Tarlton Supervisors - Yasser Roudi & Nicola Bulso

Directory:

1. fi0201.m

   • Primary script for the full forwad Ising and inference problem
   • Calls to supporting subscripts in Mike_Code_4 subfolder
   • Responsible for defining regime parameters,
   • Intakes the job name and assigned regimes

2. Mike_Code_4

   • Contains the supporting scripts and matlab functions
   • TCS4.m
     • Forward Ising process, generates the Adjacency matrix and Ising parameters
   • Met_Hast_norm.m
     • Metropolis Hastings Algo, generates the simulated observation samples
   • PBLLH6.m
     • Inverse solution, implements the pseudo-likelihood and selection criteria
     • Also calculates the performance of the methods

3. SWWC0201.slurm

   • SLURM scheduler job submission
   • Assigns the IDs of the regime parameters to be run