文件名称:neural-networks-and-deep-learning-master
介绍说明－－下载内容均来自于网络，请自行研究使用
用不同的方法实现了神经网络（没有用第三方库，就是用numpy等实现的，对于初学者来说是不错的深入了解神经网络的素材）(Using different methods to achieve the neural network (not using third square libraries, that is, using numpy and so on, for beginners is a good understanding of the neural network material))
(系统自动生成,下载前可以参看下载内容)
下载文件列表
neural-networks-and-deep-learning-master
neural-networks-and-deep-learning-master\.gitignore
neural-networks-and-deep-learning-master\README.md
neural-networks-and-deep-learning-master\data
neural-networks-and-deep-learning-master\data\mnist.pkl.gz
neural-networks-and-deep-learning-master\fig
neural-networks-and-deep-learning-master\fig\backprop_magnitude_nabla.png
neural-networks-and-deep-learning-master\fig\backprop_magnitude_nabla.py
neural-networks-and-deep-learning-master\fig\data_1000.json
neural-networks-and-deep-learning-master\fig\digits.png
neural-networks-and-deep-learning-master\fig\digits_separate.png
neural-networks-and-deep-learning-master\fig\false_minima.png
neural-networks-and-deep-learning-master\fig\false_minima.py
neural-networks-and-deep-learning-master\fig\generate_gradient.py
neural-networks-and-deep-learning-master\fig\initial_gradient.json
neural-networks-and-deep-learning-master\fig\misleading_gradient.png
neural-networks-and-deep-learning-master\fig\misleading_gradient.py
neural-networks-and-deep-learning-master\fig\misleading_gradient_contours.png
neural-networks-and-deep-learning-master\fig\misleading_gradient_contours.py
neural-networks-and-deep-learning-master\fig\mnist.py
neural-networks-and-deep-learning-master\fig\mnist_100_digits.png
neural-networks-and-deep-learning-master\fig\mnist_2_and_1.png
neural-networks-and-deep-learning-master\fig\mnist_complete_zero.png
neural-networks-and-deep-learning-master\fig\mnist_first_digit.png
neural-networks-and-deep-learning-master\fig\mnist_other_features.png
neural-networks-and-deep-learning-master\fig\mnist_really_bad_images.png
neural-networks-and-deep-learning-master\fig\mnist_top_left_feature.png
neural-networks-and-deep-learning-master\fig\more_data.json
neural-networks-and-deep-learning-master\fig\more_data.png
neural-networks-and-deep-learning-master\fig\more_data.py
neural-networks-and-deep-learning-master\fig\more_data_5.png
neural-networks-and-deep-learning-master\fig\more_data_comparison.png
neural-networks-and-deep-learning-master\fig\more_data_log.png
neural-networks-and-deep-learning-master\fig\more_data_rotated_5.png
neural-networks-and-deep-learning-master\fig\more_data_svm.json
neural-networks-and-deep-learning-master\fig\multiple_eta.json
neural-networks-and-deep-learning-master\fig\multiple_eta.png
neural-networks-and-deep-learning-master\fig\multiple_eta.py
neural-networks-and-deep-learning-master\fig\norms_during_training_2_layers.json
neural-networks-and-deep-learning-master\fig\norms_during_training_3_layers.json
neural-networks-and-deep-learning-master\fig\norms_during_training_4_layers.json
neural-networks-and-deep-learning-master\fig\overfitting.json
neural-networks-and-deep-learning-master\fig\overfitting.py
neural-networks-and-deep-learning-master\fig\overfitting1.png
neural-networks-and-deep-learning-master\fig\overfitting2.png
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neural-networks-and-deep-learning-master\fig\pca_hard_data.png
neural-networks-and-deep-learning-master\fig\pca_hard_data_fit.png
neural-networks-and-deep-learning-master\fig\pca_limitations.py
neural-networks-and-deep-learning-master\fig\regularized.json
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neural-networks-and-deep-learning-master\fig\replaced_by_d3\relu.png
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neural-networks-and-deep-learning-master\fig\serialize_images_to_json.py
neural-networks-and-deep-learning-master\fig\test.png
neural-networks-and-deep-learning-master\fig\training_speed_2_layers.png
neural-networks-and-deep-learning-master\fig\training_speed_3_layers.png
neural-networks-and-deep-learning-master\fig\training_speed_4_layers.png
neural-networks-and-deep-learning-master\fig\valley.png
neural-networks-and-deep-learning-master\fig\valley.py
neural-networks-and-deep-learning-master\fig\valley2.png
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neural-networks-and-deep-learning-master\fig\weight_initialization.py
neural-networks-and-deep-learning-master\fig\weight_initialization_100.json
neural-networks-and-deep-learning-master\fig\weight_initialization_100.png
neural-networks-and-deep-learning-master\fig\weight_initialization_30.json
neural-networks-and-deep-learning-master\fig\weight_initialization_30.png
neural-networks-and-deep-learning-master\requirements.txt
neural-networks-and-deep-learning-master\src
neural-networks-and-deep-learning-master\src\conv.py
neural-networks-and-deep-learning-master\src\expand_mnist.py
neural-networks-and-deep-learning-master\src\mnist_average_darkness.py
neural-networks-and-deep-learning-master\src\mnist_loader.py
neural-networks-and-deep-learning-master\src\mnist_svm.py
neural-networks-and-deep-learning-master\src\network.py
neural-networks-and-deep-learning-master\src\network2.py
neural-networks-and-deep-learning-master\src\network3.py
neural-networks-and-deep-learning-master\src\old
neural-networks-and-deep-learning-master\src\old\blog
neural-networks-and-deep-learning-master\src\old\blog\__init__.py
neural-networks-and-deep-learning-master\src\old\blog\common_knowledge.py
neural-networks-and-deep-learning-master\src\old\cost_vs_iterations.png
neural-networks-and-deep-learning-master\src\old\cost_vs_iterations_trapped.png
neural-networks-and-deep-learning-master\src\old\deep_autoencoder.py
neural-networks-and-deep-learning-master\src\old\deep_learning.py
neural-networks-and-deep-learning-master\src\old\gradient_descent_hack.py
neural-networks-and-deep-learning-master\.gitignore
neural-networks-and-deep-learning-master\README.md
neural-networks-and-deep-learning-master\data
neural-networks-and-deep-learning-master\data\mnist.pkl.gz
neural-networks-and-deep-learning-master\fig
neural-networks-and-deep-learning-master\fig\backprop_magnitude_nabla.png
neural-networks-and-deep-learning-master\fig\backprop_magnitude_nabla.py
neural-networks-and-deep-learning-master\fig\data_1000.json
neural-networks-and-deep-learning-master\fig\digits.png
neural-networks-and-deep-learning-master\fig\digits_separate.png
neural-networks-and-deep-learning-master\fig\false_minima.png
neural-networks-and-deep-learning-master\fig\false_minima.py
neural-networks-and-deep-learning-master\fig\generate_gradient.py
neural-networks-and-deep-learning-master\fig\initial_gradient.json
neural-networks-and-deep-learning-master\fig\misleading_gradient.png
neural-networks-and-deep-learning-master\fig\misleading_gradient.py
neural-networks-and-deep-learning-master\fig\misleading_gradient_contours.png
neural-networks-and-deep-learning-master\fig\misleading_gradient_contours.py
neural-networks-and-deep-learning-master\fig\mnist.py
neural-networks-and-deep-learning-master\fig\mnist_100_digits.png
neural-networks-and-deep-learning-master\fig\mnist_2_and_1.png
neural-networks-and-deep-learning-master\fig\mnist_complete_zero.png
neural-networks-and-deep-learning-master\fig\mnist_first_digit.png
neural-networks-and-deep-learning-master\fig\mnist_other_features.png
neural-networks-and-deep-learning-master\fig\mnist_really_bad_images.png
neural-networks-and-deep-learning-master\fig\mnist_top_left_feature.png
neural-networks-and-deep-learning-master\fig\more_data.json
neural-networks-and-deep-learning-master\fig\more_data.png
neural-networks-and-deep-learning-master\fig\more_data.py
neural-networks-and-deep-learning-master\fig\more_data_5.png
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neural-networks-and-deep-learning-master\fig\more_data_svm.json
neural-networks-and-deep-learning-master\fig\multiple_eta.json
neural-networks-and-deep-learning-master\fig\multiple_eta.png
neural-networks-and-deep-learning-master\fig\multiple_eta.py
neural-networks-and-deep-learning-master\fig\norms_during_training_2_layers.json
neural-networks-and-deep-learning-master\fig\norms_during_training_3_layers.json
neural-networks-and-deep-learning-master\fig\norms_during_training_4_layers.json
neural-networks-and-deep-learning-master\fig\overfitting.json
neural-networks-and-deep-learning-master\fig\overfitting.py
neural-networks-and-deep-learning-master\fig\overfitting1.png
neural-networks-and-deep-learning-master\fig\overfitting2.png
neural-networks-and-deep-learning-master\fig\overfitting3.png
neural-networks-and-deep-learning-master\fig\overfitting4.png
neural-networks-and-deep-learning-master\fig\overfitting_full.json
neural-networks-and-deep-learning-master\fig\overfitting_full.png
neural-networks-and-deep-learning-master\fig\pca_hard_data.png
neural-networks-and-deep-learning-master\fig\pca_hard_data_fit.png
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neural-networks-and-deep-learning-master\fig\replaced_by_d3\relu.png
neural-networks-and-deep-learning-master\fig\replaced_by_d3\relu.py
neural-networks-and-deep-learning-master\fig\replaced_by_d3\sigmoid.png
neural-networks-and-deep-learning-master\fig\replaced_by_d3\sigmoid.py
neural-networks-and-deep-learning-master\fig\replaced_by_d3\step.png
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neural-networks-and-deep-learning-master\fig\replaced_by_d3\tanh.png
neural-networks-and-deep-learning-master\fig\replaced_by_d3\tanh.py
neural-networks-and-deep-learning-master\fig\serialize_images_to_json.py
neural-networks-and-deep-learning-master\fig\test.png
neural-networks-and-deep-learning-master\fig\training_speed_2_layers.png
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neural-networks-and-deep-learning-master\requirements.txt
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neural-networks-and-deep-learning-master\src\network3.py
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neural-networks-and-deep-learning-master\src\old\blog
neural-networks-and-deep-learning-master\src\old\blog\__init__.py
neural-networks-and-deep-learning-master\src\old\blog\common_knowledge.py
neural-networks-and-deep-learning-master\src\old\cost_vs_iterations.png
neural-networks-and-deep-learning-master\src\old\cost_vs_iterations_trapped.png
neural-networks-and-deep-learning-master\src\old\deep_autoencoder.py
neural-networks-and-deep-learning-master\src\old\deep_learning.py
neural-networks-and-deep-learning-master\src\old\gradient_descent_hack.py