Jason Brownlee-Deep Learning with Python 文档和源码

sqirt 373 0 RAR 2018-12-25 13:12:55

Jason Brownlee 的深度学习书Deep Learning with Python，包括文档和代码。

文件列表

jason brownlee-Deep Learning with Python.rar (预估有个65文件)

2017-Deep Learning with Python-json

Deep Learning with Python-2017

Code-2017

learning_rate

time_decay.py 1KB

step_decay.py 1KB

baseline.py 991B

project-cifar10

cnn_large.py 7KB

cnn_simple.py 4KB

cnn_augment.py 3KB

plot-cifar10.py 346B

evaluation

mlp_auto_validation.py 775B

mlp_manual_validation.py 985B

mlp_manual_cv.py 1KB

project-mlp

binary_classification_diabetes.py 1KB

multiclass_classification_iris.py 4KB

.DS_Store 6KB

regression_boston.py 5KB

mlp_first.py 886B

binary_classification_sonar.py 4KB

binary_classification_ionosphere.py 2KB

data

iris.csv 4KB

housing.csv 48KB

sonar.csv 86KB

pima-indians-diabetes.csv 23KB

builtin-datasets.py 1KB

ionosphere.csv 75KB

.DS_Store 10KB

data_augmentation

zca_whitening.py 961B

standardize_features.py 980B

.DS_Store 6KB

random_flips.py 982B

random_rotations.py 963B

random_shear.py 957B

standardize_samples.py 1KB

save_augmented_images.py 994B

random_shifts.py 1004B

scikit-learn

mlp_sklearn_cv.py 1KB

grid_search_learning_rate.py 2KB

grid_search_training.py 1KB

project-imdb

imdb_mlp.py 1KB

imdb_summarize.py 892B

imdb_cnn_big_maxpool_dropout.py 2KB

imdb_cnn_big_maxpool.py 1KB

imdb_mlp_dropout.py 1KB

imdb_cnn.py 1KB

project-mnist

cnn_mnist_deep.py 2KB

plot_mnist.py 313B

mlp_mnist.py 3KB

cnn_mnist_simple.py 2KB

cnn_augmentation.py 2KB

regularization

weight_regularization.py 2KB

weight_constraint.py 2KB

activation_regularization.py 2KB

batch_normalization.py 2KB

dropout.py 4KB

data_preparation

standardize.py 926B

label_encode.py 929B

normalization.py 942B

one_hot_encoding.py 981B

callbacks

callbacks_checkpoint_improvements.py 1KB

callbacks_history_visualize.py 1KB

callbacks_early_stopping.py 1KB

callbacks_checkpoint_best.py 1KB

callbacks_history_visualize_save.py 1KB

callbacks_checkpoint_load.py 1KB

serialize

mlp_json.py 2KB

mlp_yaml.py 2KB

Deep Learning with Python - Jason Brownlee-2017.pdf 2.5MB

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Jason Brownlee-Deep Learning with Python 文档和源码

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