Update README.md

README.md

@@ -6,12 +6,15 @@ Supporting code for Bayesian Transporter research - still under development.
 ### Getting started:
 - create an environment with required packages/dependencies using `conda env create -f environment.yml` 
 - run through the `example_notebook.ipynb` notebook for example usage and analysis
-- - ensure that the filepaths are correctly set for your system in the configuration file `...config.yaml` configuration file.
+-- ensure that the filepaths are correctly set for your system in the configuration file `...config.yaml` configuration file.
+- an `\example` directory is included in the repo which contains data from a short `pocomc` sampling run, along with an example configuration file, SBML and tellurium transporter model, and synthetic observed dataset.
+
 
 ### Stand alone usage
 - For Bayesian inference using EMCEE run `python YOUR_PATH_HERE/run_emcee.py` in a terminal
 - For Bayesian inference using PocoMC run `python YOUR_PATH_HERE/run_pocomc.py` in a terminal
 - For Maximum Likelihood Estimation using Scipy Optimization run `python YOUR_PATH_HERE/run_optimizer.py.py` in a terminal
+
 Ensure that the configuration file and file path is updated for each module as needed