devnet 0.1.0

Unofficial pytorch implementation of deviation network for table data.

Devnet

Unofficial pytorch implementation of deviation network for table data.

paper of deviation network
https://arxiv.org/abs/1911.08623

original keras implementation by authors of the paper is here
https://github.com/GuansongPang/deviation-network

Setup

install poetry followed by
https://python-poetry.org/docs/master/#installing-with-the-official-installer

install dependencies

poetry install

Usage

train model with train/eval.csv under dataroot

poetry python src/main.py dataroot=data/debug epochs=10 eval_interval=10

predict score and output result

poetry python src/main.py predict_only=true predict_input=data/debug/eval.csv model_path=data/debug/models/example.pth