├── .gitignore ├── CNAME ├── about.html ├── acknowledgements.html ├── assets ├── MachineTranslation.pdf ├── Michael_Nielsen_Web_Small.jpg ├── ersatz.png ├── exxact.png ├── gsquared.png ├── jquery.min.js ├── lambda.png ├── pygments.css ├── style.css ├── tineye.png └── visionsmarts.png ├── bugfinder.html ├── chap1.html ├── chap2.html ├── chap3.html ├── chap4.html ├── chap5.html ├── chap6.html ├── exercises_and_problems.html ├── faq.html ├── images ├── Einstein_crop.jpg ├── KSH.jpg ├── KSH.png ├── Kangaroo.JPG ├── adversarial.jpg ├── adversarial.png ├── arrow.png ├── arrow_down.png ├── backprop_magnitude_nabla.png ├── bad_online_learning.png ├── bump_function.jpg ├── circuit_multiplication.png ├── ciresan2010.png ├── cost_vs_iterations.png ├── cost_vs_iterations_trapped.png ├── demon.jpg ├── demon.png ├── digits.png ├── digits_separate.png ├── ensemble_errors.png ├── ensemble_errors_original.png ├── false_minima.png ├── high_weight_function.jpg ├── hubble.jpg ├── imagenet1.jpg ├── imagenet2.jpg ├── imagenet3.jpg ├── imagenet4.jpg ├── low_dimensions.jpg ├── low_dimensions.png ├── lrm_decoding.png ├── lrm_first_layer_connections.png ├── lrm_input_neurons.png ├── lrm_local_receptive_field.jpg ├── lrm_local_receptive_field.png ├── lrm_second_layer.png ├── lrm_third_layer.png ├── misleading_gradient.png ├── misleading_gradient_contours.png ├── mnist_100_30_deep_autoencoder.png ├── mnist_100_digits.png ├── mnist_100_unit_autoencoder.png ├── mnist_10_unit_autoencoder.png ├── mnist_2_and_1.png ├── mnist_30_component_pca.png ├── mnist_30_unit_autoencoder.png ├── mnist_bad_values_eta.png ├── mnist_complete_zero.png ├── mnist_first_digit.png ├── mnist_other_features.png ├── mnist_really_bad_images.png ├── mnist_svm_failures.png ├── mnist_top_left_feature.png ├── more_data.png ├── more_data_5.png ├── more_data_comparison.png ├── more_data_log.png ├── more_data_rotated_5.png ├── more_data_rotation.png ├── multiple_eta.png ├── net_full_layer_0.png ├── net_full_layer_1.png ├── neuron_schematic.png ├── neurons.jpg ├── neurons.png ├── nnadl_favicon.ico ├── nnadl_favicon.png ├── nnadl_header.png ├── overfitting1.png ├── overfitting2.png ├── overfitting3.png ├── overfitting4.png ├── overfitting_full.png ├── pca_hard_data.png ├── pca_hard_data_fit.png ├── perceptron.png ├── play.png ├── regularized1.png ├── regularized2.png ├── regularized3.png ├── regularized4.png ├── regularized_full.png ├── relu.png ├── scalded_milk.jpg ├── shallow_circuit.png ├── sigmoid.png ├── simple_conv.png ├── step.png ├── synapse.jpg ├── synapse.png ├── tanh.png ├── tikz0.png ├── tikz1.png ├── tikz10.png ├── tikz11.png ├── tikz12.png ├── tikz13.png ├── tikz14.png ├── tikz15.png ├── tikz16.png ├── tikz17.png ├── tikz18.png ├── tikz19.png ├── tikz2.png ├── tikz20.png ├── tikz21.png ├── tikz22.png ├── tikz23.png ├── tikz24.png ├── tikz25.png ├── tikz26.png ├── tikz27.png ├── tikz28.png ├── tikz29.png ├── tikz3.png ├── tikz30.png ├── tikz31.png ├── tikz32.png ├── tikz33.png ├── tikz34.png ├── tikz35.png ├── tikz36.png ├── tikz37.png ├── tikz38.png ├── tikz39.png ├── tikz4.png ├── tikz40.png ├── tikz41.png ├── tikz42.png ├── tikz43.png ├── tikz44.png ├── tikz45.png ├── tikz46.png ├── tikz47.png ├── tikz48.png ├── tikz49.png ├── tikz5.png ├── tikz50.png ├── tikz51.png ├── tikz52.png ├── tikz53.png ├── tikz54.png ├── tikz55.png ├── tikz56.png ├── tikz57.png ├── tikz58.png ├── tikz59.png ├── tikz6.png ├── tikz60.png ├── tikz61.png ├── tikz62.png ├── tikz63.png ├── tikz64.png ├── tikz65.png ├── tikz66.png ├── tikz67.png ├── tikz68.png ├── tikz69.png ├── tikz7.png ├── tikz70.png ├── tikz71.png ├── tikz72.png ├── tikz73.png ├── tikz74.png ├── tikz75.png ├── tikz76.png ├── tikz77.png ├── tikz78.png ├── tikz79.png ├── tikz8.png ├── tikz80.png ├── tikz9.png ├── training_speed_2_layers.png ├── training_speed_3_layers.png ├── training_speed_4_layers.png ├── training_speed_5_layers.png ├── valley.png ├── valley2.png ├── valley_with_ball.png ├── weight_initialization.png ├── weight_initialization_100.png └── weight_initialization_30.png ├── index.html ├── js ├── button.js ├── canvas.js ├── chap4.js ├── chap5.js ├── d3.v3.min.js ├── gradient_movie.json ├── initial_gradient.js ├── initial_gradient.json ├── jquery-ui.css ├── jquery-ui.min.js ├── linear_model.js ├── misc.js ├── narrow_gaussian.js ├── neuron.js ├── paper.js ├── polynomial_model.js ├── saturation1.js ├── saturation2.js ├── saturation3.js ├── saturation4.js ├── scrubbable.js ├── simple_data.js ├── softmax.js ├── test1.js ├── test2.js ├── three.min.js ├── tmp.js └── wide_gaussian.js ├── movies ├── FirstFrame.png ├── create_step_function.mp4 ├── create_step_function.webm ├── step_3d.mp4 ├── step_3d.webm ├── tower_construction.mp4 └── tower_construction.webm ├── sai.html └── supporters.html /.gitignore: -------------------------------------------------------------------------------- 1 | *~ -------------------------------------------------------------------------------- /CNAME: 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