pyAIS

Python implementation of Annealed Importance Sampling algorithm (see [1] and [2])

The current Python script is based on the work of Ruslan Salakhutdinov. The original Matlab code can be found here: http://www.utstat.toronto.edu/~rsalakhu/rbm_ais.html

• [1] Ruslan Salakhutdinov, Learning and Evaluating Boltzmann Machines, 2008
• [2] Radford M. Neal, Annealed Importance Sampling, 1998

Dependencies

• Numpy

Platforms where pyAIS has been tested

• Ubuntu 20.04.5 LTS

  • GCC 9.4.0
  • Python 3.8.10 and Python 2.7.18
  • x86_64

• macOS Monterey

  • Apple clang 13.1.6
  • Python 3.10.6 and Python 3.9.13
  • Apple M1 Pro