installation guide for pymc and pyro conda env

pymc_pyro_install.sh

# ensure conda-forge is set as the priority channel
conda config --add channels conda-forge
conda config --set channel_priority strict

# create conda env 
conda create -c conda-forge -c nodefaults -n bayes_env "pymc=5.10" "numpy=1.25.2" "scipy=1.12.0" python=3.10.6
conda activate bayes_env
pip install numba
conda install -c conda-forge mamba
mamba install -c conda-forge nutpie
conda install pytorch::pytorch torchvision torchaudio -c pytorch

# configure jupyter lab
conda install ipykernel
ipython kernel install --user --name=<insert-kernel-name>

# open jupyter in tmux session
tmux   # tmux attach -t <#>
jupyter lab