├── README.md ├── 第10章 循环神经网络 ├── .ipynb_checkpoints │ └── 10 循环神经网络-checkpoint.ipynb ├── 10 循环神经网络.ipynb ├── output_20_0.pdf ├── output_20_0.png └── sindata_1000.csv ├── 第11章 支持向量机 ├── .ipynb_checkpoints │ └── 11 支持向量机-checkpoint.ipynb ├── 11 支持向量机.ipynb ├── linear.csv └── spiral.csv ├── 第12章 决策树 ├── .ipynb_checkpoints │ └── 12 决策树-checkpoint.ipynb ├── 12 决策树.ipynb ├── titanic │ ├── gender_submission.csv │ ├── test.csv │ └── train.csv └── tree.png ├── 第13章 集成学习与梯度提升决策树 ├── .ipynb_checkpoints │ └── 13 集成学习与梯度提升决策树-checkpoint.ipynb ├── 13 集成学习与梯度提升决策树.ipynb ├── output_26_1.pdf └── output_26_1.png ├── 第14章 k均值聚类 ├── .ipynb_checkpoints │ └── 14 k均值聚类-checkpoint.ipynb ├── 14 k均值聚类.ipynb └── kmeans_data.csv ├── 第15章 主成分分析 ├── .ipynb_checkpoints │ └── 15 主成分分析-checkpoint.ipynb ├── 15 主成分分析.ipynb └── PCA_dataset.csv ├── 第16章 概率图模型 ├── .ipynb_checkpoints │ └── 16 概率图模型-checkpoint.ipynb ├── 16 概率图模型.ipynb ├── noisyimg.jpg └── origimg.jpg ├── 第17章 EM算法 ├── .ipynb_checkpoints │ └── 17 EM算法-checkpoint.ipynb ├── 17 EM算法.ipynb └── sindata.csv ├── 第18章 自动编码器 ├── .ipynb_checkpoints │ └── 18 自动编码器-checkpoint.ipynb ├── 18 自动编码器.ipynb └── dataset.zip ├── 第3章 k近邻算法 ├── .ipynb_checkpoints │ └── 03 k近邻算法-checkpoint.ipynb ├── 03 k近邻算法.ipynb ├── gauss.csv ├── mnist_x ├── mnist_y └── style_transfer │ ├── KNNstyle.jpg │ ├── content │ ├── 01.jpg │ ├── 02.jpg │ ├── 03.jpg │ ├── 04.jpg │ ├── 05.jpg │ ├── 06.jpg │ ├── 07.jpg │ ├── 08.jpg │ ├── 09.jpg │ └── 10.jpg │ ├── input.jpg │ ├── style.jpg │ └── vangogh │ ├── 00001.jpg │ ├── 00002.jpg │ ├── 00003.jpg │ ├── 00004.jpg │ ├── 00005.jpg │ ├── 00006.jpg │ ├── 00007.jpg │ ├── 00008.jpg │ ├── 00009.jpg │ └── 00010.jpg ├── 第4章 线性回归 ├── .ipynb_checkpoints │ └── 04 线性回归-checkpoint.ipynb ├── 04 线性回归.ipynb └── USA_Housing.csv ├── 第6章 逻辑斯谛回归 ├── .ipynb_checkpoints │ └── 06 逻辑斯谛回归-checkpoint.ipynb ├── 06 逻辑斯谛回归.ipynb ├── lr_dataset.csv ├── output_16_1.pdf └── output_16_1.png ├── 第7章 双线性模型 ├── .ipynb_checkpoints │ └── 07 双线性模型-checkpoint.ipynb ├── 07 双线性模型.ipynb ├── fm_dataset.csv └── movielens_100k.csv ├── 第8章 神经网络与多层感知机 ├── .ipynb_checkpoints │ └── 08 神经网络与多层感知机-checkpoint.ipynb ├── 08 神经网络与多层感知机.ipynb └── xor_dataset.csv └── 第9章 卷积神经网络 ├── .ipynb_checkpoints └── 09 卷积神经网络-checkpoint.ipynb ├── 09 卷积神经网络.ipynb └── style_transfer ├── content ├── 01.jpg ├── 02.jpg ├── 03.jpg ├── 04.jpg ├── 05.jpg ├── 06.jpg ├── 07.jpg ├── 08.jpg ├── 09.jpg └── 10.jpg ├── input.jpg ├── kNNstyle.jpg ├── style.jpg └── vangogh-style ├── 00001.jpg ├── 00002.jpg ├── 00003.jpg ├── 00004.jpg ├── 00005.jpg ├── 00006.jpg ├── 00007.jpg ├── 00008.jpg ├── 00009.jpg └── 00010.jpg /README.md: -------------------------------------------------------------------------------- 1 | # 动手学机器学习 2 | -------------------------------------------------------------------------------- /第10章 循环神经网络/.ipynb_checkpoints/10 循环神经网络-checkpoint.ipynb: -------------------------------------------------------------------------------- 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