mnist_loader.py
3KB
data.zip
17.73MB
Network.py
4KB
requirements.txt
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mnist.pkl.gz
16.26MB
LICENSE
34KB
NumberImage.java
1001B
ToImage.java
2KB
Test.java
288B
Network.java
8KB
Load.java
974B
requirements.txt
61B
network3.py
13KB
mnist_loader.py
3KB
network.py
6KB
expand_mnist.py
2KB
mnist_svm.py
730B
mnist_average_darkness.py
3KB
network2.py
14KB
conv.py
12KB
mnist.pkl.gz
16.26MB
requirements.txt
63B
.gitignore
52B
README.md
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backprop_magnitude_nabla.py
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multiple_eta.png
45KB
training_speed_2_layers.png
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more_data.py
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valley2.png
83KB
false_minima.py
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valley.py
1KB
valley.png
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more_data_comparison.png
43KB
pca_hard_data.png
52KB
more_data_log.png
34KB
training_speed_4_layers.png
50KB
mnist_100_digits.png
57KB
more_data_rotated_5.png
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multiple_eta.py
2KB
weight_initialization_30.png
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overfitting_full.json
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more_data_5.png
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multiple_eta.json
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overfitting.json
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mnist_top_left_feature.png
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valley2.py
1KB
norms_during_training_4_layers.json
46KB
weight_initialization_30.json
456B
mnist_first_digit.png
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misleading_gradient_contours.png
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weight_initialization_100.json
456B
misleading_gradient.py
1KB
training_speed_3_layers.png
43KB
more_data.json
63B
backprop_magnitude_nabla.png
29KB
pca_hard_data_fit.png
80KB
serialize_images_to_json.py
1KB
mnist_other_features.png
5KB
test.png
18KB
misleading_gradient_contours.py
493B
overfitting.py
7KB
mnist_really_bad_images.png
12KB
overfitting_full.png
44KB
mnist_2_and_1.png
5KB
regularized_full.png
49KB
more_data.png
32KB
norms_during_training_3_layers.json
35KB
overfitting4.png
30KB
initial_gradient.json
272B
false_minima.png
147KB
mnist_complete_zero.png
5KB
overfitting1.png
36KB
more_data_svm.json
63B
data_1000.json
5.13MB
regularized_full.json
2KB
overfitting3.png
38KB
weight_initialization.py
3KB
mnist.py
12KB
regularized2.png
67KB
weight_initialization_100.png
40KB
pca_limitations.py
782B
generate_gradient.py
4KB
tanh.py
327B
sigmoid.png
23KB
tanh.png
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relu.py
416B
relu.png
25KB
step.py
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step.png
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sigmoid.py
403B
README.md
257B
regularized1.png
36KB
digits_separate.png
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norms_during_training_2_layers.json
23KB
regularized.json
21KB
misleading_gradient.png
186KB
overfitting2.png
62KB
digits.png
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.gitignore
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README.md
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