Simple Jupyter Notebook to use the CorEx semi-supervised clustering algorithm, inspired by this example.
Here you can find paper and source code.
Use a vitual environment, if you like. If you do, remember to add your virtual environment to Jupyter Notebook.
Run the following with Python 3 and you are ready to go:
pip install -r requirments.txt
python -m spacy download en_core_web_md