continuously-tempered-hmc
Continuously tempered Hamiltonian Monte Carlo
MIT License
Continuously tempered Hamiltonian Monte Carlo
Python code accompanying the paper Continuously tempered Hamiltonian Monte Carlo.
Installation
Two Python dependencies for running the experiment are included as submodules so you will need to do a recursive clone e.g.
git clone --recursive https://github.com/matt-graham/continuously-tempered-hmc.git
The code has only been tested with Python 2.7. The environment.yml file specifies the requirements for a Conda environment that should be able to run all the experiments. After you have cloned the repository, from within the repository directory run
conda env create -f environment.yml
to create a new Conda environment called cthmc in which all the external dependencies will be installed to.
Once the cthmc environment is set up, activate it using
source activate cthmc
and then install the two internal Python dependencies by running
python thermodynamic-monte-carlo/setup.py install
python boltzmann-machine-tools/setup.py install -use-openmp