pyhard 0.2

Instance hardness package

pyhard

Instance Hardness Python package.

Getting Started

Python 3.7 is required. Matlab is also required in order to run matilda. As far as we know, only recent versions of Matlab offer an engine for Python 3. Namely, we have tested only version R2020a.

Installation

1. Clone repository

git clone https://gitlab.com/ita-ml/instance-hardness.git

2. Install package via pip

cd instance-hardness/
pip install -e .

3. Install Matlab engine for Python
   Refer to this link, which contains detailed instructions.

Usage

In the command line (terminal):

cd your/path/instance-hardness
python pyhard

It should generate the metadata.csv file and run the matilda software.

Configuration

See the file config.yaml in /instance-hardness/conf/. It contains options for file paths, measures to be calculated, which classifiers to use and their parametrization.