aml-research-project

Please refer to the project report.

Set-up (Python 3.7+)

1. Install dependencies

pip install -r requirements.txt
python -m spacy download en_core_web_sm

2. Copy datasets to the repository manually
   • 250k.docs.jsonl (sample of 250k docs)
   • mag5.docs.jsonl (full dataset with 5 mill docs)

Run locally

streamlit run app.py

Or run individual streamlit pages:

• Initial studies: streamlit run explore.py
• Dataframe (feature) selection: streamlit run main.py
• Experiment selection: streamlin run experiment_selection.py