603404b5a92645e4009b870da7ae630a60090aa4,hyperio/reporting.py,Reporting,_load_data,#Reporting#,36

Before Change

    def _load_data(self):

        data = pd.read_csv(self.filename, header=None)
        data[14] = [i[1] for i in data[14].str.split()]
        data[15] = data[15].str.replace(""|>|<|\.|class|keras|optimizers|\ ", "")
        data[16] = [i[1] for i in data[16].str.split()]

        float_cols = data.select_dtypes(float).columns

After Change

        data = pd.read_csv(self.filename)
        data["optimizer"] = data["optimizer"].str.replace(""|>|<|\.|class|keras|optimizers|\ ", "")

        for col in ["loss", "activation", "last_activation"]:
            try:
                data[col] = [i[1] for i in data[col].str.split()]
            except KeyError:
                pass

        float_cols = data.select_dtypes(float).columns
        data[float_cols] = data[float_cols].round(3)

        return data

Instances