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deep-learning-with-python-notes
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《python 深度学习》代码
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.ipynb_checkpoints
.ipynb_checkpoints
__MACOSX
__MACOSX
aclImdb
aclImdb
data/
cats_and_dogs_small
data/
cats_and_dogs_small
my_log_dir
my_log_dir
2.1 初识神经网络.ipynb
2.1 初识神经网络.ipynb
2.2 神经网络的数据表示.ipynb
2.2 神经网络的数据表示.ipynb
3.2 Keras开发示例.ipynb
3.2 Keras开发示例.ipynb
3.4 电影评论分类:二分类问题.ipynb
3.4 电影评论分类:二分类问题.ipynb
3.4 电影评论分类:二分类问题.py
3.4 电影评论分类:二分类问题.py
3.5 新闻分类:多分类问题.ipynb
3.5 新闻分类:多分类问题.ipynb
3.6 预测房价:回归问题.ipynb
3.6 预测房价:回归问题.ipynb
5.1 简单的卷积神经网络.ipynb
5.1 简单的卷积神经网络.ipynb
5.2.1 卷积神经网络-猫狗分类-制作数据集.ipynb
5.2.1 卷积神经网络-猫狗分类-制作数据集.ipynb
5.2.2 卷积神经网络-猫狗分类-基准模型.ipynb
5.2.2 卷积神经网络-猫狗分类-基准模型.ipynb
5.2.3 卷积神经网络-猫狗分类-使用数据增强.ipynb
5.2.3 卷积神经网络-猫狗分类-使用数据增强.ipynb
5.3.1.1卷积神经网络-猫狗分类-不使用数据增强的快速特征提取.ipynb
5.3.1.1卷积神经网络-猫狗分类-不使用数据增强的快速特征提取.ipynb
5.3.1.2卷积神经网络-猫狗分类-使用数据增强的快速特征提取.ipynb
5.3.1.2卷积神经网络-猫狗分类-使用数据增强的快速特征提取.ipynb
5.3.2 卷积神经网络-猫狗分类-模型微调.ipynb
5.3.2 卷积神经网络-猫狗分类-模型微调.ipynb
5.4.1 可视化中间激活.ipynb
5.4.1 可视化中间激活.ipynb
6.1 文本数据处理.ipynb
6.1 文本数据处理.ipynb
6.1.3 从原始文本到词嵌入.ipynb
6.1.3 从原始文本到词嵌入.ipynb
6.2 理解循环神经网络.ipynb
6.2 理解循环神经网络.ipynb
6.2.3 Keras中一个LSTM的具体例子.ipynb
6.2.3 Keras中一个LSTM的具体例子.ipynb
6.3.1 温度预测问题.ipynb
6.3.1 温度预测问题.ipynb
6.4 用卷积神经网络处理序列.ipynb
6.4 用卷积神经网络处理序列.ipynb
7.1 keras 函数式API.ipynb
7.1 keras 函数式API.ipynb
7.2.2 TensorFlow的可视化框架.ipynb
7.2.2 TensorFlow的可视化框架.ipynb
8.1 使用LSTM生成文本.ipynb
8.1 使用LSTM生成文本.ipynb
8.2 使用keras实现DeepDream.ipynb
8.2 使用keras实现DeepDream.ipynb
8.3 神经风格迁移.ipynb
8.3 神经风格迁移.ipynb
LICENSE
LICENSE
README.md
README.md
cats_and_dogs_small_1.h5
cats_and_dogs_small_1.h5
dream_at_scale_(206, 326).png
dream_at_scale_(206, 326).png
dream_at_scale_(289, 457).png
dream_at_scale_(289, 457).png
dream_at_scale_(405, 640).png
dream_at_scale_(405, 640).png
final_dream.png
final_dream.png
my_result_at_iteration_0.png
my_result_at_iteration_0.png
my_result_at_iteration_1.png
my_result_at_iteration_1.png
my_result_at_iteration_10.png
my_result_at_iteration_10.png
my_result_at_iteration_2.png
my_result_at_iteration_2.png
my_result_at_iteration_3.png
my_result_at_iteration_3.png
my_result_at_iteration_4.png
my_result_at_iteration_4.png
my_result_at_iteration_5.png
my_result_at_iteration_5.png
my_result_at_iteration_6.png
my_result_at_iteration_6.png
my_result_at_iteration_7.png
my_result_at_iteration_7.png
my_result_at_iteration_8.png
my_result_at_iteration_8.png
my_result_at_iteration_9.png
my_result_at_iteration_9.png
pre_trained_glove_model.h5
pre_trained_glove_model.h5
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