NFCalib

An official code for the NFCalib paper

Data

We are using a number of common tabular datasets as well as well known MNIST. To download it all just run: cd src/data && python3 get_data.py

Usage

First, one should build a conda environment:

conda env create -f environment.yml

Currently there are three ways to run or recreate experiments:

1. Running a single experimnet from a jupyter notebook: notebooks/NFCalib_notebook.ipynb
2. Running a single experiment from a python script: src/nfcalib.py
3. Running a grid of experiments on a cluster: cluster/run_cluster_jobs.py

Most of models in the paper was trained via cluster.