In [1]:
import numpy as np
import torch
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import pickle
import os
from tqdm.notebook import tqdm
In [2]:
from environment_setup import ScheduleEnv, df, NUM_ACTIVITIES, NUM_TIME_SLOTS

---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
Cell In[2], line 1
----> 1 from environment_setup import ScheduleEnv, df, NUM_ACTIVITIES, NUM_TIME_SLOTS

ImportError: cannot import name 'df' from 'environment_setup' (c:\Users\Abdel\Desktop\Assistant-Personnel-pour-la-Gestion-du-Temps\notebooks\environment_setup.py)
In [ ]:
# 2. Définir à nouveau la classe DQNetwork pour pouvoir charger le modèle
class DQNetwork(torch.nn.Module):
    def __init__(self, input_dim, output_dim):
        super(DQNetwork, self).__init__()
        self.fc1 = torch.nn.Linear(input_dim, 128)
        self.relu = torch.nn.ReLU()
        self.fc2 = torch.nn.Linear(128, 64)
        self.fc3 = torch.nn.Linear(64, output_dim)

    def forward(self, state):
        x = self.relu(self.fc1(state))
        x = self.relu(self.fc2(x))
        return self.fc3(x)
In [ ]:
# 3. Charger le modèle entraîné et ses paramètres
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
print(f"Utilisation de l'appareil: {device}")

Utilisation de l'appareil: cpu
In [ ]:
# Charger les paramètres du modèle
models_dir = "../models"
with open(os.path.join(models_dir, "model_params.pkl"), "rb") as f:
    params = pickle.load(f)

---------------------------------------------------------------------------
FileNotFoundError                         Traceback (most recent call last)
Cell In[16], line 3
      1 # Charger les paramètres du modèle
      2 models_dir = "../models"
----> 3 with open(os.path.join(models_dir, "model_params.pkl"), "rb") as f:
      4     params = pickle.load(f)

File c:\Users\Abdel\anaconda3\Lib\site-packages\IPython\core\interactiveshell.py:326, in _modified_open(file, *args, **kwargs)
    319 if file in {0, 1, 2}:
    320     raise ValueError(
    321         f"IPython won't let you open fd={file} by default "
    322         "as it is likely to crash IPython. If you know what you are doing, "
    323         "you can use builtins' open."
    324     )
--> 326 return io_open(file, *args, **kwargs)

FileNotFoundError: [Errno 2] No such file or directory: '../models\\model_params.pkl'
In [ ]: