S3Platform_Industry40

S3 platform code for results to Industry 4.0

The dataset is availabe in https://figshare.com/articles/dataset/S3Dataset_zip/14410229/2

Requirements

The Python packages required to run the code are: Progressbar2, Pandas, Scikit-learn, and PyOD (https://pyod.readthedocs.io/en/latest/install.html). A requirements.txt file is attached to be able to create the environment in conda directly with the following command:

$ conda create --name S3platform --file requirements.txt

Initial Steps

To get the Dataset, execute the follow comands:

$ wget https://figshare.com/ndownloader/files/27546551/S3Dataset.zip

$ unzip S3Dataset.zip

Activate your enviroment

$ python code/restructureDataFolderByUser.py

Run Experiment 1

$ bash run_experiment1.sh

Note: the first part of the experiment (selections of the best params) is commented, due to this stage is very heavy in time of computation.

Run Experiment 2

$ bash run_experiment2.sh