机器学习倍频程：:robot:MatLabOctave流行的机器学习算法的范例，并解释了代码范例和数学
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2021-02-04
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机器学习倍频程：:robot:MatLabOctave流行的机器学习算法的范例，并解释了代码范例和数学 （202个子文件） 
microchips_tests.csv 2KB house_prices.csv 657B .gitignore 14B LICENSE 1KB fmincg.m 9KB fmincg.m 9KB demo.m 4KB demo.m 3KB nn_backpropagation.m 3KB demo.m 2KB demo.m 2KB debug_nn_gradients.m 2KB nn_cost_function.m 1KB display_data.m 1KB display_data.m 1KB gradient_step.m 1KB gradient_descent.m 1KB select_threshold.m 1KB one_vs_all.m 1KB demo.m 1KB cost_function.m 1KB find_closest_centroids.m 1KB debug_numerical_gradient.m 980B linear_regression_train.m 863B nn_params_roll.m 855B logistic_regression_train.m 846B feature_normalize.m 843B neural_network_train.m 836B gradient_step.m 827B one_vs_all_predict.m 815B nn_params_init.m 809B cost_function.m 773B k_means_train.m 633B compute_centroids.m 630B nn_feedforward_propagation.m 614B debug_initialize_weights.m 582B multivariate_gaussian.m 556B add_polynomial_features.m 515B hypothesis.m 509B hypothesis.m 500B gradient_callback.m 498B nn_gradient_step.m 497B gradient_descent.m 470B neural_network_predict.m 451B visualize_fit.m 443B unroll.m 383B sigmoid_gradient.m 299B init_centroids.m 292B estimate_gaussian.m 243B normal_equation.m 153B sigmoid.m 76B sigmoid.m 76B digits.mat 7.16MB digits.mat 7.16MB servers_params.mat 9KB set1.mat 5KB set2.mat 995B README.md 11KB README.md 8KB README.md 8KB README.md 5KB README.md 4KB README.md 3KB CODE_OF_CONDUCT.md 3KB
demo.png 528KB demo.png 481KB demos.png 371KB demo.png 329KB demo.png 271KB demo.png 222KB machine-learning-map.png 153KB
backpropagation.svg 116KB k-means-algorithm.svg 63KB forward-propagation-example.svg 52KB cost-function.svg 48KB gradient-descent-3.svg 44KB delta-3-2.svg 40KB cost-function-with-regularization.svg 34KB multi-class-network.drawio.svg 32KB p-x.svg 32KB cost-function-3.svg 29KB h-Theta-example.svg 26KB cost-function-4.svg 24KB p-x-2.svg 24KB polynomial-regression.svg 24KB gradient-descent-3.svg 22KB cost-function-1.svg 21KB cost-function.svg 21KB training-set-1.svg 21KB training-set.svg 20KB neuron-network.drawio.svg 20KB a-3-2.svg 20KB cost-function-with-regularization.svg 20KB a-2-2.svg 19KB sigmoid-gradient-2.svg 19KB a-1-2.svg 19KB predict-0.svg 18KB predict-1.svg 18KB gradient-descent-2.svg 18KB gradient-descent-2.svg 18KB共 202 条
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