# ABLATOR

The code that was used for our experiments and analysis is included. Results are in the `results` folder.

The code is an extension of

`https://github.com/Yura52/tabular-dl-revisiting-models`


To download the dataset:

```
wget https://www.dropbox.com/s/o53umyg6mn3zhxy/data.tar.gz?dl=1 -O revisiting_models_data.tar.gz
```

And extract

`tar -xvf revisiting_models_data.tar.gz`

The dataset should be placed in the `data` folder. The dataset is automatically downloaded if using `TabDataset` class.


## Install

Requires Ablator: https://github.com/fostiropoulos/ablator

1. `git clone git@github.com:fostiropoulos/ablator.git`

2. `pip install ablator`

3. `pip install tablator`

## Execution

### Prototyping

`python -m tablator.run`

### Distributed

`python -m tablator.run --mp`

## Analysis

For RQ2: `python -m tablator.analysis.rq2`

For RQ3: `python -m tablator.analysis.rq3`

