├── Activation_function └── activation_function.py ├── Art_example ├── README.md ├── chicken-test.jpg ├── images │ ├── AI-Drawing-chickren.png │ ├── AI_Paint_architec.png │ ├── Input_Paint.png │ ├── My_network_paint1.png │ └── My_network_paint2.png ├── paint_keras.py ├── paint_tensorflow.py └── util.py ├── Artistic_style ├── neural_style_transfer_keras.py └── neural_style_transfer_tensorflow.py ├── Autoencoder ├── image_encoder.py ├── words_100.txt └── words_encoder.py ├── Convolutional_neural_network ├── artistic_style.py ├── ckeckpoint │ └── _init_ └── example_myblog.py ├── Datasets ├── Annual_number_of_tourists.csv ├── IM-0033-0001-0001.jpeg ├── classification_2classes.csv ├── dirtydata.csv ├── example_detect_object.jpg ├── example_heat_detect.mp4 ├── forest_fires.csv ├── predator_dataset.csv ├── sciScore.csv ├── studentData-noHeader.csv ├── studentData.csv ├── studentData.xlsx ├── test_face.jpg └── test_ocr.jpg ├── Deep_Q_Learning └── flappy-bird-model │ └── model.h5 ├── Generative_adversarial_network └── generate_image.py ├── Generic_algorithm ├── find_routing.py ├── get_alldata.py ├── optimal_road_trip.py ├── provinces_thailand.csv └── show_routing.template ├── Genetic_algorithm ├── find_routing.py ├── get_alldata.py ├── optimal_road_trip.py ├── provinces_thailand.csv └── show_routing.template ├── Highway-lane-tracker └── windows.py ├── ImageNet_example ├── README.md └── classifier_images.py ├── Linear_regression ├── README.md ├── Thailand_population_history.csv ├── animation.py ├── average_income_per_month_per_household_41-58.csv ├── dataset.csv ├── example_price_house_11.csv ├── example_price_house_40.csv ├── example_price_house_40_headcolumn.csv ├── food_truck.csv ├── one_feature.py └── regression_example.py ├── Logistic_regression ├── animation.py └── two_class.py ├── MNIST_example ├── mnist.py ├── mnist_test.py └── mnist_visual.py ├── Neural_network ├── README.md ├── example_2_class.py ├── example_2_layer.csv ├── history.py ├── images │ └── dataset_logic.PNG └── tensorflow_2_layer.py ├── Object_detection ├── FirstDetection.py ├── image.jpg └── imageai-2.0.2-py3-none-any.whl ├── Prepare_datasets ├── dump_VGG19.py ├── example_download_MNIST.py ├── keras_datasets.py └── sklearn_dataset.py ├── Principal_Component_Analysis └── example_PCA.py ├── README.md ├── Recurrent_neural_network ├── TEST_NOVEL_small.txt ├── index.html ├── log_template.html ├── text_eng.txt └── writer.py ├── Scene-Text-Detection-with-SPCNET ├── model.py └── utils.py ├── Text_classification ├── TEST_NOVEL.txt ├── TNC2_freq-5000.csv ├── classify_example.py └── create_dataset_thai.py ├── books ├── book_python_book.png └── ebook_AI_easy_1_2.png ├── images ├── Access_Array_Elements_2-D.png ├── Access_Array_Elements_2-D_slicing.png ├── NumPy_Searching_Arrays_with_conditons.png ├── NumPy_Searching_Arrays_with_conditons_complex.png ├── README.md ├── Search_From_the_Right_Side.png ├── Sorting_2-D_Array_with_axis.png ├── compare_ndarray_equal.png ├── compare_ndarray_greater_than.png ├── compare_ndarray_not_equal.png ├── example_file_on_clound.png ├── folder_on_google_drive.png ├── gen_code_mounted_to_google_drive.png ├── ndarray_is_object.png ├── ndarray_many_indices.png ├── ndarray_many_indices_.png ├── ndarray_many_indices_boolean.png ├── ndarry_1-dimension.png ├── ndarry_2-dimension.png ├── ndarry_3-dimension.png ├── negative_index.png ├── operator_with_ndarray_complex.png ├── pandas_example_dataframe.png ├── pandas_example_series.png ├── pandas_show_load_data.png ├── ploblem_locate_row_dataframe.png ├── shape_axis_1d.png ├── shape_axis_2d.png ├── shape_axis_3d.png ├── slicing_index.png ├── stack_hstack.png ├── stack_vstack.png ├── table_dirty_data.png ├── upload_file_to_cloud.png ├── use_Colab1.png ├── use_Colab2.png ├── use_Colab3.png └── use_Colab4.png ├── ipynb ├── 127_machine_learning_basic.ipynb ├── 24_example_deep_learning.ipynb ├── IS461_Data_Basics_and_Introduction_to_Numpy.ipynb ├── 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