Old engine for Continuous Time Bayesian Networks. Superseded by reCTBN. 🐍
https://github.com/madlabunimib/PyCTBN
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37 lines
1.1 KiB
37 lines
1.1 KiB
import pandas as pd
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import numpy as np
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import os
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import importer as imp
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import trajectory as tr
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class SamplePath():
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"""
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Rappresenta l'aggregazione di una o più traiettorie.
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Ha il compito dato di costruire tutte gli oggetti Trajectory a partire
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dai dataset contenuti nella directory files_path.
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:importer: l'oggetto Importer che ha il compito di caricare i dataset
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:trajectories: lista contenente le traiettorie create
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"""
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def __init__(self, files_path=os.getcwd() + "/main_package/data"):
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self.importer = imp.Importer(files_path)
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self.trajectories = []
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def build_trajectories(self):
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self.importer.import_data_from_csv()
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self.importer.merge_value_columns_in_all_frames()
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self.importer.drop_unneccessary_columns_in_all_frames()
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for data_frame in self.importer.get_data_frames():
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trajectory = tr.Trajectory(data_frame)
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self.trajectories.append(trajectory)
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self.importer.clear_data_frames()
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def get_number_trajectories(self):
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return len(self.trajectories)
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