├── 15-01-01 459_Mont_Lyman.jpg ├── README.md ├── license.txt ├── n0_network.py ├── n1_2cnv1fc.py ├── n1_2cnv2fc.py ├── n1_baseTensorNN.py ├── n1_image_to_image.py ├── n1_residual3x4.py ├── o1_top_secret_cnn.py ├── o2_top_secret_lda-tesseract.py ├── o3_top_secret_python_box.py ├── o4_image_to_image.py ├── ocr_utils.py ├── p110_scaling_features.py ├── p115_l1_l2_regularization.py ├── p119_squential_backward_selection.py ├── p124_random_forest.py ├── p124_random_forest_feature_importance.py ├── p131_principal_component_analysis.py ├── p141_linear_descriminant_analsys.py ├── p154_pca_nonlinear_mapings.py ├── p177_k_fold_cross_validation.py ├── p181_learning_curves.py ├── p186_grid_search.py ├── p189_nested_cross_validation.py ├── p190_confusion_matrix.py ├── p193_model_precision_recall.py ├── p194_receiver_operating_characteristic.py ├── p206_majority_vote_classifier.py ├── p221_bagging_bootstrap_samples.py ├── p229_adaboost.py ├── p25_perceptron.py ├── p314_k_means.py ├── p322_silhouette_plots.py ├── p330_dendrogram.py ├── p356_neural_net.py ├── p36_adaline_gd.py ├── p411_keras.py ├── p44_adaline_sgd.py ├── p51_standard_scalar.py ├── p62_logistic_regression.py ├── p73_support_vector_machine.py ├── p75_xor_dataset.py ├── p78_support_vector_machine_gamma.py ├── p86_decision_tree.py ├── p94_knearest_neighbors.py ├── q0_simple_e13b_display.py ├── q1_database_statistics.py ├── q2_tensorflow_mnist.py ├── q3_removing_affine_distortion.py ├── q4_Theano_mlp.py ├── q5_tensorflow_residual.py ├── q6_tensorflow_residual3x4.py ├── q7_theano_gpu_test.py ├── q8_tika.py ├── q9_tensorflow_gpu_test.py ├── run_batch.bat ├── run_batch.sc ├── tensor_flow_graph.png └── tree.png /15-01-01 459_Mont_Lyman.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/15-01-01 459_Mont_Lyman.jpg -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/README.md -------------------------------------------------------------------------------- /license.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/license.txt -------------------------------------------------------------------------------- /n0_network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/n0_network.py -------------------------------------------------------------------------------- /n1_2cnv1fc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/n1_2cnv1fc.py -------------------------------------------------------------------------------- /n1_2cnv2fc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/n1_2cnv2fc.py -------------------------------------------------------------------------------- /n1_baseTensorNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/n1_baseTensorNN.py -------------------------------------------------------------------------------- /n1_image_to_image.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/n1_image_to_image.py -------------------------------------------------------------------------------- /n1_residual3x4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/n1_residual3x4.py -------------------------------------------------------------------------------- /o1_top_secret_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/o1_top_secret_cnn.py -------------------------------------------------------------------------------- /o2_top_secret_lda-tesseract.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/o2_top_secret_lda-tesseract.py -------------------------------------------------------------------------------- /o3_top_secret_python_box.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/o3_top_secret_python_box.py -------------------------------------------------------------------------------- /o4_image_to_image.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/o4_image_to_image.py -------------------------------------------------------------------------------- /ocr_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/ocr_utils.py -------------------------------------------------------------------------------- /p110_scaling_features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p110_scaling_features.py -------------------------------------------------------------------------------- /p115_l1_l2_regularization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p115_l1_l2_regularization.py -------------------------------------------------------------------------------- /p119_squential_backward_selection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p119_squential_backward_selection.py -------------------------------------------------------------------------------- /p124_random_forest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p124_random_forest.py -------------------------------------------------------------------------------- /p124_random_forest_feature_importance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p124_random_forest_feature_importance.py -------------------------------------------------------------------------------- /p131_principal_component_analysis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p131_principal_component_analysis.py -------------------------------------------------------------------------------- /p141_linear_descriminant_analsys.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p141_linear_descriminant_analsys.py -------------------------------------------------------------------------------- /p154_pca_nonlinear_mapings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p154_pca_nonlinear_mapings.py -------------------------------------------------------------------------------- /p177_k_fold_cross_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p177_k_fold_cross_validation.py -------------------------------------------------------------------------------- /p181_learning_curves.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p181_learning_curves.py -------------------------------------------------------------------------------- /p186_grid_search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p186_grid_search.py -------------------------------------------------------------------------------- /p189_nested_cross_validation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p189_nested_cross_validation.py -------------------------------------------------------------------------------- /p190_confusion_matrix.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p190_confusion_matrix.py -------------------------------------------------------------------------------- /p193_model_precision_recall.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p193_model_precision_recall.py -------------------------------------------------------------------------------- /p194_receiver_operating_characteristic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p194_receiver_operating_characteristic.py -------------------------------------------------------------------------------- /p206_majority_vote_classifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p206_majority_vote_classifier.py -------------------------------------------------------------------------------- /p221_bagging_bootstrap_samples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p221_bagging_bootstrap_samples.py -------------------------------------------------------------------------------- /p229_adaboost.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p229_adaboost.py -------------------------------------------------------------------------------- /p25_perceptron.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p25_perceptron.py -------------------------------------------------------------------------------- /p314_k_means.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p314_k_means.py -------------------------------------------------------------------------------- /p322_silhouette_plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p322_silhouette_plots.py -------------------------------------------------------------------------------- /p330_dendrogram.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p330_dendrogram.py -------------------------------------------------------------------------------- /p356_neural_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p356_neural_net.py -------------------------------------------------------------------------------- /p36_adaline_gd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p36_adaline_gd.py -------------------------------------------------------------------------------- /p411_keras.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p411_keras.py -------------------------------------------------------------------------------- /p44_adaline_sgd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p44_adaline_sgd.py -------------------------------------------------------------------------------- /p51_standard_scalar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p51_standard_scalar.py -------------------------------------------------------------------------------- /p62_logistic_regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p62_logistic_regression.py -------------------------------------------------------------------------------- /p73_support_vector_machine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p73_support_vector_machine.py -------------------------------------------------------------------------------- /p75_xor_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p75_xor_dataset.py -------------------------------------------------------------------------------- /p78_support_vector_machine_gamma.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p78_support_vector_machine_gamma.py -------------------------------------------------------------------------------- /p86_decision_tree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p86_decision_tree.py -------------------------------------------------------------------------------- /p94_knearest_neighbors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/p94_knearest_neighbors.py -------------------------------------------------------------------------------- /q0_simple_e13b_display.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q0_simple_e13b_display.py -------------------------------------------------------------------------------- /q1_database_statistics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q1_database_statistics.py -------------------------------------------------------------------------------- /q2_tensorflow_mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q2_tensorflow_mnist.py -------------------------------------------------------------------------------- /q3_removing_affine_distortion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q3_removing_affine_distortion.py -------------------------------------------------------------------------------- /q4_Theano_mlp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q4_Theano_mlp.py -------------------------------------------------------------------------------- /q5_tensorflow_residual.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q5_tensorflow_residual.py -------------------------------------------------------------------------------- /q6_tensorflow_residual3x4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q6_tensorflow_residual3x4.py -------------------------------------------------------------------------------- /q7_theano_gpu_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q7_theano_gpu_test.py -------------------------------------------------------------------------------- /q8_tika.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q8_tika.py -------------------------------------------------------------------------------- /q9_tensorflow_gpu_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/q9_tensorflow_gpu_test.py -------------------------------------------------------------------------------- /run_batch.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/run_batch.bat -------------------------------------------------------------------------------- /run_batch.sc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/run_batch.sc -------------------------------------------------------------------------------- /tensor_flow_graph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/tensor_flow_graph.png -------------------------------------------------------------------------------- /tree.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rrlyman/PythonMachineLearningExamples/HEAD/tree.png --------------------------------------------------------------------------------