To run the code included in this repo:

1. Clone or download the repository.

2. Download the Anaconda version suitable for your OS.

3. Create a virtual environment with the same libraries we used by running:

$ conda env create -f conda_env.yml
$ conda activate ids_drl

4. Launch jupyter notebbok and follow the notebooks in this order:

   1. Data Preprocessing
   2. Defining the environment
   3. Training and Results

5. The final model that we found is in ids_drl_model.zip, you can skip training and load it directly.