DADS Experiment

Install

pip install -r requirements.txt

Run

To run default experiment 1.1 on DADS

python3 benchmark.py --model dads --setting 1-1

or

./run.sh

To specify algorithm and dataset setting, please:

choose a certain "algo" in "dads", "ssad", "deepSAD", "unsupervised", "vime", "devnet", "dplan", "static_stoc", "dynamic_stoc", "supervised";

choose a certain "exp" in "1-1", "1-2", "2-1", "2-1".

Then execute:

python benchmark.py --model algo --setting exp

To change model configuration of a certain algorithm "algo", please switch to directory ** /config/algo/model_config.toml**.