From abe646de60e74cce3835be7fab1aa00af2f2f636 Mon Sep 17 00:00:00 2001 From: Philippe Roy Date: Thu, 29 Jun 2023 22:22:33 +0200 Subject: [PATCH] Keras : regression --- 02-intro_rna/07-keras-regression.py | 33 ++++++++++++++++------- 02-intro_rna/README.md | 5 ++++ 02-intro_rna/img/07-keras-regression.png | Bin 0 -> 364438 bytes 3 files changed, 28 insertions(+), 10 deletions(-) create mode 100644 02-intro_rna/img/07-keras-regression.png diff --git a/02-intro_rna/07-keras-regression.py b/02-intro_rna/07-keras-regression.py index 9befe17..f1d351d 100644 --- a/02-intro_rna/07-keras-regression.py +++ b/02-intro_rna/07-keras-regression.py @@ -68,9 +68,18 @@ t_debut = time.time() # Init des plots fig = plt.figure(figsize=(15, 5)) fig.suptitle("Réseaux de neurones avec Keras - Regression") -model_ax = fig.add_subplot(131) # Modèle -apts_ax = fig.add_subplot(132) # Courbes d'apprentissage -donnees_ax = fig.add_subplot(133) # Observations : x1,x2 et cibles : y +model_ax = fig.add_subplot(121) # Modèle +apts_ax = fig.add_subplot(122) # Courbes d'apprentissage +# donnees_ax = fig.add_subplot(133) # Observations : x1,x2 et cibles : y + +# Logs +root_logdir = os.path.join(os.curdir, "keras_logs") + +def get_run_logdir(): + run_id = time.strftime("run_%Y_%m_%d-%H_%M_%S") + return os.path.join(root_logdir, run_id) + +run_logdir = get_run_logdir() ############################################################################### # Observations @@ -78,8 +87,10 @@ donnees_ax = fig.add_subplot(133) # Observations : x1,x2 et cibles : y # Observations d'apprentissage, de validation et de test housing = sklearn.datasets.fetch_california_housing() # Jeu de données California housing -X, X_test, y, y_test = sklearn.model_selection.train_test_split(housing.data, housing.target, random_state=42) -X_train, X_valid, y_train, y_valid = train_test_split(X, y, random_state=42) +X, X_test, y, y_test = sklearn.model_selection.train_test_split(housing.data, housing.target) +X_train, X_valid, y_train, y_valid = train_test_split(X, y) +# X, X_test, y, y_test = sklearn.model_selection.train_test_split(housing.data, housing.target, random_state=42) +# X_train, X_valid, y_train, y_valid = train_test_split(X, y, random_state=42) # Normalisation scaler = sklearn.preprocessing.StandardScaler() @@ -101,16 +112,17 @@ perte="mse" # Type de perte (hyperparamètre) # perte="sparse_categorical_crossentropy" keras.backend.clear_session() -np.random.seed(42) -tf.random.set_seed(42) +# np.random.seed(42) +# tf.random.set_seed(42) model = keras.models.Sequential() # Modèle de reseau de neurones model.add(keras.layers.Dense(30, input_shape=X_train.shape[1:], activation="relu")) # Couche 1 : 30 nodes model.add(keras.layers.Dense(1)) # Couche de sortie : 1 node par classe optimiseur=keras.optimizers.SGD(learning_rate= eta) model.compile(loss=perte, optimizer=optimiseur) # Compilation du modèle - -apts = model.fit(X_train, y_train, epochs=n, batch_size=lot, validation_data=(X_valid, y_valid)) # Entrainement +checkpoint_cb = keras.callbacks.ModelCheckpoint("my_keras_model.h5") +tensorboard_cb = keras.callbacks.TensorBoard(run_logdir) +apts = model.fit(X_train, y_train, epochs=n, batch_size=lot, validation_data=(X_valid, y_valid), callbacks=[checkpoint_cb, tensorboard_cb]) # Entrainement ############################################################################### # Phase d'inférence @@ -139,7 +151,8 @@ apts_ax.set(ylim=(-0.05, 1.05)) apts_ax.set_xlabel("Époque") apts_ax.legend() -# # Plot des données +# Plot des données +# FIXME : mettre des graphiques de prédiction # donnees_ax.set_title("Données") # plot_i=[] # plot_x1=[] diff --git a/02-intro_rna/README.md b/02-intro_rna/README.md index f5bc421..55a3ae0 100644 --- a/02-intro_rna/README.md +++ b/02-intro_rna/README.md @@ -23,3 +23,8 @@ ### Réseaux de neurones avec Keras - Classificateur : Points sur spirales ![capture d'écran](img/06-keras-tf_playground-spiral-v2.png) + +### Réseaux de neurones avec Keras - Regression + 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