diff --git a/Dockerfile b/Dockerfile index e596ff5..53da9b8 100644 --- a/Dockerfile +++ b/Dockerfile @@ -7,10 +7,13 @@ RUN apt install -y curl RUN pip3 install --user pandas RUN pip3 install --user matplotlib RUN pip3 install --user numpy +RUN pip3 install --user tensorflow +RUN pip3 install --user sklearn WORKDIR /app COPY ./preparations.sh ./ COPY ./preprocesing_python.py ./ +COPY ./training.py ./ # CMD ./preparations.sh diff --git a/results.csv b/results.csv new file mode 100644 index 0000000..301c706 --- /dev/null +++ b/results.csv @@ -0,0 +1,7213 @@ +,0 +0,41.65316 +1,31.420456 +2,-57.05832 +3,69.21892 +4,29.104034 +5,1917.7717 +6,44.21395 +7,424.83612 +8,73.99442 +9,70.05141 +10,565.6482 +11,-2.040512 +12,107.676605 +13,27.294945 +14,0.60546875 +15,36.00347 +16,44.31478 +17,2169.0544 +18,1807.6643 +19,49.982704 +20,47.774086 +21,136.2241 +22,70.17867 +23,153.67874 +24,201.57455 +25,1900.3555 +26,-48.68817 +27,141.82266 +28,52.646362 +29,11.145508 +30,383.67834 +31,160.91254 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tensorflow.keras import layers +from tensorflow.keras.layers.experimental import preprocessing -def mapSet(set): - age = {"5-14 years": 0, "15-24 years": 1, "25-34 years": 2, - "35-54 years": 3, "55-74 years": 4, "75+ years": 5} - sex = {"male": 0, "female": 1} - - set["age"].replace(age, inplace=True) - set["sex"].replace(sex, inplace=True) - set["country"].replace({v: k for k, v in countries.items()}, inplace=True) - - return set - - -column_names = ["country", "year", "sex", "age", "suicides_no", "population"] -feature_names = ["country", "year", "sex", "age", "population"] -label_name = column_names[4] +age = {"5-14 years": 0, "15-24 years": 1, "25-34 years": 2, + "35-54 years": 3, "55-74 years": 4, "75+ years": 5} +sex = {"male": 0, "female": 1} +# wczytanie danych sc = pd.read_csv('who_suicide_statistics.csv') +print(sc.shape) +# Usunięcie niepełnych danych +sc.dropna(inplace=True) + +# Kategoryzacja +sc = pd.get_dummies( + sc, columns=['age', 'sex', 'country'], prefix='', prefix_sep='') + + +# podział na train validate i test train, validate, test = np.split(sc.sample(frac=1, random_state=42), [int(.6*len(sc)), int(.8*len(sc))]) -train.dropna(inplace=True) -validate.dropna(inplace=True) -test.dropna(inplace=True) -train_n = mapSet(train) -validate_n = mapSet(validate) -test_n = mapSet(validate) +# podział train set +X_train = train.loc[:, train.columns != 'suicides_no'] +y_train = train[['suicides_no']] +X_test = test.loc[:, train.columns != 'suicides_no'] +y_test = test[['suicides_no']] -train_csv = pd.DataFrame.to_csv(train_n, index=False) +normalizer = preprocessing.Normalization() +normalizer.adapt(np.array(X_train)) -train_dataset = tf.data.experimental.make_csv_dataset( - train_csv, - 1000, - column_names=column_names, - label_name=label_name, - num_epochs=1) +first = np.array(X_train[:1]) +with np.printoptions(precision=2, suppress=True): + print('First example:', first) + print() + print('Normalized:', normalizer(first).numpy()) -features, labels = next(iter(train_dataset)) -print(features) +model = tf.keras.Sequential([ + normalizer, + layers.Dense(units=1) +]) +model.predict(X_train[:10]) -plt.scatter(features['year'], - features['age'], - c=labels, - cmap='sex') +# Compile model +model.compile( + optimizer=tf.optimizers.Adam(learning_rate=0.1), + loss='mean_absolute_error') -plt.xlabel("year") -plt.ylabel("age") -plt.show() +# Train model +history = model.fit( + X_train, y_train, + epochs=30, + validation_split=0.2) -print("Features: {}".format(feature_names)) -print("Label: {}".format(label_name)) +test_results = {} -# print(train) +test_results['model'] = model.evaluate( + X_test, y_test, verbose=0) + +test_predictions = model.predict(X_test).flatten() + +# a = plt.axes(aspect='equal') +# plt.scatter(y_test, test_predictions) +# plt.xlabel('True values [sucides_no]') +# plt.ylabel('Predictions values [sucides_no]') +# lims = [0, 5000] +# plt.xlim(lims) +# plt.ylim(lims) +# _ = plt.plot(lims, lims) + +# plt.show() + +predictions = model.predict(X_test) +pd.DataFrame(predictions).to_csv('results.csv')