LukasDrews97 / hiclass_uncertainty_experiments

Experiments: Uncertainty Quantification for Local Hierarchical Classification through Model Calibration

Requirements

• Linux
• Python 3.11

Installation using pipenv

Install pipenv

pip install --user pipenv

Create environment from Pipfile

pipenv install

Activate environment

pipenv shell

Installation using conda

Create environment

conda env create -f conda_env.yml

Activate environment

conda activate hiclass_experiments

Run Experiments

Open subdirectory

cd Consumer_Complaint_Database

Download training data from external sources

dvc update -R .

Start pipeline

dvc repro -v