Unofficial pytorch implementation of deviation network for table data.
Project description
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
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