Working with PPLs

For the PPL Bench to benchmark a probabilistic programming language, you need to first install the PPLs of interest.

Stan

pip install pystan==2.19.1.1

sudo apt-get install jags
sudo apt install pkg-config
pip install pyjags

If you are installing in a conda environment:

conda install jags pkg-config
pip install pyjags

pip install pymc3==3.9.0

pip install pyro-ppl==0.4.1

pip install numpyro==0.3.0

git clone https://github.com/facebookresearch/pplbench.git
cd pplbench
pip install .