machine_learning

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Name		Name	Last commit message	Last commit date
Latest commit History 306 Commits
17_Lagrange_Multiplier		17_Lagrange_Multiplier
18_KKT		18_KKT
19_Duality		19_Duality
Dataset Breast Cancer		Dataset Breast Cancer
Dataset Car		Dataset Car
Dataset IRIS		Dataset IRIS
adam		adam
ae_from_scratch_noisy_bowl_tensorflow		ae_from_scratch_noisy_bowl_tensorflow
autoencoder		autoencoder
bagging_ageron		bagging_ageron
breaking_keras_code_cnn		breaking_keras_code_cnn
breaking_keras_code_cnn_small_dataset		breaking_keras_code_cnn_small_dataset
breaking_keras_code_house_prices		breaking_keras_code_house_prices
breaking_keras_code_imdb		breaking_keras_code_imdb
breaking_keras_code_nn		breaking_keras_code_nn
breaking_keras_code_reuters		breaking_keras_code_reuters
cifar10_from_scratch		cifar10_from_scratch
classification_metrics_confusion_data_school		classification_metrics_confusion_data_school
classification_metrics_confusion_matrix_roc_curve_data_school		classification_metrics_confusion_matrix_roc_curve_data_school
cnn		cnn
cnn_mnist_from_scratch		cnn_mnist_from_scratch
cnn_mnist_from_scratch_batchnorm		cnn_mnist_from_scratch_batchnorm
cnn_mnist_from_scratch_dropout		cnn_mnist_from_scratch_dropout
cnn_mnist_from_scratch_dropout_batchnorm		cnn_mnist_from_scratch_dropout_batchnorm
code_used_in_class		code_used_in_class
contraction mapping theorem		contraction mapping theorem
convolution_handson_ml		convolution_handson_ml
cross_validation_GridSearchCV_RandomizedSearchCV_data_school		cross_validation_GridSearchCV_RandomizedSearchCV_data_school
cross_validation_codebasics		cross_validation_codebasics
cross_validation_cross_val_score_make_scorer_data_school		cross_validation_cross_val_score_make_scorer_data_school
cross_validation_knn_fashion_mnist_ageron		cross_validation_knn_fashion_mnist_ageron
data_loading		data_loading
dataset using yfinance		dataset using yfinance
dataset_flower		dataset_flower
dataset_noisy_bowl		dataset_noisy_bowl
decision_tree_codebasics		decision_tree_codebasics
decision_tree_min_samples_leaf_ageron		decision_tree_min_samples_leaf_ageron
decision_tree_plot_decision_boundary_ageron		decision_tree_plot_decision_boundary_ageron
decision_tree_plot_tree_sklearn		decision_tree_plot_tree_sklearn
download_imgs_from_google		download_imgs_from_google
exponential_family		exponential_family
face_dataset_sklearn		face_dataset_sklearn
fashion_mnist_from_scratch		fashion_mnist_from_scratch
from_ae_to_vae_mnist_from_scratch		from_ae_to_vae_mnist_from_scratch
from_pca_to_ae_mnist_from_scratch		from_pca_to_ae_mnist_from_scratch
gan		gan
gaussian_kernel_density_estimation_joepy		gaussian_kernel_density_estimation_joepy
gaussian_kernel_density_estimation_scipy		gaussian_kernel_density_estimation_scipy
generalized_linear_model		generalized_linear_model
generative_vs_discriminative_model_joshi		generative_vs_discriminative_model_joshi
gradient_clipping		gradient_clipping
gradient_clipping_handson_ml		gradient_clipping_handson_ml
gradient_computation		gradient_computation
gradient_descent		gradient_descent
graph_visualization_tensorboard		graph_visualization_tensorboard
graph_visualization_tfgraphviz		graph_visualization_tfgraphviz
hands_on_ml_ch15		hands_on_ml_ch15
hands_on_ml_ch3		hands_on_ml_ch3
hands_on_ml_mnist_dataset		hands_on_ml_mnist_dataset
handson_ml_ch4		handson_ml_ch4
how_to_use_korean_fonts_in_matplotlib		how_to_use_korean_fonts_in_matplotlib
inception_v3_handson_ml		inception_v3_handson_ml
inception_v3_handson_ml_transfer_learning_flower		inception_v3_handson_ml_transfer_learning_flower
inception_v3_hvass		inception_v3_hvass
inception_v3_hvass_transfer_learning_cifar10		inception_v3_hvass_transfer_learning_cifar10
initializer_from_scratch		initializer_from_scratch
intro_sklearn_data_school		intro_sklearn_data_school
iris_dataset_data_school		iris_dataset_data_school
k_means_ageron		k_means_ageron
k_means_codebasics		k_means_codebasics
k_means_image_segmentation_ageron		k_means_image_segmentation_ageron
kl_divergence		kl_divergence
knn_iris_data_school		knn_iris_data_school
linear_regression_advertising_data_school		linear_regression_advertising_data_school
linear_regression_advertising_data_school_islr		linear_regression_advertising_data_school_islr
linear_regression_auto_gradient_descent_tensorflow		linear_regression_auto_gradient_descent_tensorflow
linear_regression_categorical_input_codebasics		linear_regression_categorical_input_codebasics
linear_regression_codebasics		linear_regression_codebasics
linear_regression_codebasics_tensorflow		linear_regression_codebasics_tensorflow
linear_regression_danger_of_colinearity_creadit_islr		linear_regression_danger_of_colinearity_creadit_islr
linear_regression_gradient_descent_coderbasics		linear_regression_gradient_descent_coderbasics
linear_regression_gradient_descent_matrix_form_used		linear_regression_gradient_descent_matrix_form_used
linear_regression_manual_gradient_descent_tensorflow		linear_regression_manual_gradient_descent_tensorflow
linear_regression_multivariate_codebasics		linear_regression_multivariate_codebasics
linear_regression_multivariate_codebasics_tensorflow		linear_regression_multivariate_codebasics_tensorflow
linear_regression_noisy_bowl_2d_fit		linear_regression_noisy_bowl_2d_fit
linear_regression_normal_equation		linear_regression_normal_equation
linear_regression_normal_equation_tensorflow		linear_regression_normal_equation_tensorflow
linear_regression_of_aapl_on_spy_daily_return		linear_regression_of_aapl_on_spy_daily_return
linear_regression_p_value_auto_islr		linear_regression_p_value_auto_islr
linear_regression_regularization		linear_regression_regularization
linear_regression_residual_plot		linear_regression_residual_plot
linear_regression_save_model_codebasic		linear_regression_save_model_codebasic
linear_regression_sklearn_class_version		linear_regression_sklearn_class_version
linear_regression_tensorflow		linear_regression_tensorflow
linear_regression_tensorflow_class_version		linear_regression_tensorflow_class_version
linear_regression_train_and_test_split_codebasics		linear_regression_train_and_test_split_codebasics
locally_weighted_regression		locally_weighted_regression
locally_weighted_regression_bouda		locally_weighted_regression_bouda
locally_weighted_regression_masinoa		locally_weighted_regression_masinoa

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