It contains all source code for the package For installation: pip install stahmctestt
Explain how Numba was used to optimize the SGHMC for one and higher dimensional posterior exploration
It contains the test examples of how to use the package for one and higher dimensional posterior exploration
A mini example to illustate SGHMC's advantage in exploring space
Applied the package to simulated data and compare it with two other methods in prediction
Applied the package to real data downloaded from https://www.kaggle.com/johnolafenwa/us-census-data and compared it with two other methods in prediction
All files used to compose the final report