Process design with Machine Learning.
pip install ml4pd git+https://github.com/NREL/ml4pd_models.git@v1
git clone https://github.com/NREL/ml4pd.git
git clone https://github.com/NREL/ml4pd_models.git
mamba env create -f ml4pd/environment.yml
conda develop ml4pd
conda develop ml4pd_models
ml4pd_utils: code base for generating & preparing data for training.autoaspen: database for data obtained by aspen & python.
- Use
mkdocs servewithinml4pddirectory, then go tolocalhost:8000. generate_site.pygets docstrings (written in makrdown) from classes and put them in the right directory.- To make changes to notebooks, add
ml4pdto path withsys.path.append()orconda develop.
To minimize manual work, ml4pd dependends on a specific ml4pd_models github branch. When changes are made to either ml4pd or ml4pd_models that will break compatibility, create new branch in ml4pd_models, and apply change to workflow .yml files, this README and index.md in docs.