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data
data
 
 
fig_code
fig_code
 
 
images
images
 
 
old
old
 
 
titanic
titanic
 
 
01-Manipulation et description des donnees.ipynb
01-Manipulation et description des donnees.ipynb
 
 
02-Algorithmes de machine learning.ipynb
02-Algorithmes de machine learning.ipynb
 
 
03-Arbres et Forets aleatoires-2025.ipynb
03-Arbres et Forets aleatoires-2025.ipynb
 
 
03-Arbres et Forets d'arbre aleatoire.ipynb
03-Arbres et Forets d'arbre aleatoire.ipynb
 
 
04-Evaluation des modeles.ipynb
04-Evaluation des modeles.ipynb
 
 
05-Regression.ipynb
05-Regression.ipynb
 
 
06-Simple-Perceptron.ipynb
06-Simple-Perceptron.ipynb
 
 
07-MNIST_DNN_avec_Keras.ipynb
07-MNIST_DNN_avec_Keras.ipynb
 
 
07b-MNIST_regression_avec_Keras.ipynb
07b-MNIST_regression_avec_Keras.ipynb
 
 
08-Exercice-MNIST_with_classical_ML.ipynb
08-Exercice-MNIST_with_classical_ML.ipynb
 
 
08_Ouragan.ipynb
08_Ouragan.ipynb
 
 
09-Classification_FashionMNIST.ipynb
09-Classification_FashionMNIST.ipynb
 
 
10-Utiliser_un_modele_existant.ipynb
10-Utiliser_un_modele_existant.ipynb
 
 
11-Transfer_learning.ipynb
11-Transfer_learning.ipynb
 
 
12_Comparaison_TS.ipynb
12_Comparaison_TS.ipynb
 
 
12b-LSTM_weather_forecasting.ipynb
12b-LSTM_weather_forecasting.ipynb
 
 
12c_simple_LSTM_timeseries_weather_forecasting.ipynb
12c_simple_LSTM_timeseries_weather_forecasting.ipynb
 
 
13-Encoder_Decoder_Covid19.ipynb
13-Encoder_Decoder_Covid19.ipynb
 
 
15-GRU_Trajectoire_Coccinnelle.ipynb
15-GRU_Trajectoire_Coccinnelle.ipynb
 
 
16-OpenSTL-tutorial.ipynb
16-OpenSTL-tutorial.ipynb
 
 
Cours1_CLIMAT_2025.pdf
Cours1_CLIMAT_2025.pdf
 
 
Cours2_CLIMAT_2025.pdf
Cours2_CLIMAT_2025.pdf
 
 
Cours3_CLIMAT_2025.pdf
Cours3_CLIMAT_2025.pdf
 
 
Cours4_CLIMAT_2025.pdf
Cours4_CLIMAT_2025.pdf
 
 
Cours6_CLIMAT_2025.pdf
Cours6_CLIMAT_2025.pdf
 
 
Devoir 2022.pdf
Devoir 2022.pdf
 
 
Devoir 2024.pdf
Devoir 2024.pdf
 
 
Devoir_2023.pdf
Devoir_2023.pdf
 
 
Exo1-Regression_Prix_Immobilier.ipynb
Exo1-Regression_Prix_Immobilier.ipynb
 
 
Exo2-Regression_meteo.ipynb
Exo2-Regression_meteo.ipynb
 
 
Figure 7.1.png
Figure 7.1.png
 
 
Figure 7.2.png
Figure 7.2.png
 
 
Figure 7.3.png
Figure 7.3.png
 
 
Figure 7.4.png
Figure 7.4.png
 
 
README.md
README.md
 
 
exemple_age_detection_using_CNN.ipynb
exemple_age_detection_using_CNN.ipynb
 
 
housing.csv
housing.csv
 
 
requirements.txt
requirements.txt
 
 
weather.csv
weather.csv
 
 

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