Enhancing Dataset

This issues summaries potential enhancements in the class Dataset.

• Revise _setup_project_folders(...) as it duplicates code and unnecessarily treats the design representation as a special case in a for loop. Better do something like

    def _setup_project_folders(self):
        
        # Define all paths
        folders = [self.datapath]
        subfolders = [os.path.join(self.datapath, sf) for sf in [dp_long, pa_long, dr_long, "logs"]]
        subsubfolders = [os.path.join(self.datapath, dr_long, key) for key in self.design_rep.keys()]
        
        # Iterate through paths and create folders if they do not exist
        for path in folders + subfolders + subsubfolders:
            os.makedirs(path, exist_ok=True)

        # Configuring logger
        self.log = ud.logger_custom("data.log", os.path.join(self.datapath, "logs"))

Actually the logger should not be set up in a method used for init the project folders...

• Refactor/Overthink the method to load the ML input and output. See #54 (closed)

• Tackle issues in #50