├── LinearRegression ├── MinCostFunction.py └── linear model.py ├── LogisticRegression ├── 1-1.py ├── 1-3.py ├── LR.py ├── mylogRegres.py ├── testSet-LR.txt └── textSet.txt ├── README.md ├── character recognition ├── README.md ├── iconset │ ├── 7 │ │ ├── 13f34c3eac168090a288fbbb51cf8d95.gif │ │ ├── 4.gif │ │ ├── 5b9e37490692eebbd4dcec3e437f3ec5.gif │ │ └── README.md │ └── j │ │ ├── 8cd6e8039c58a9e5613e886ba7cdda5d.gif │ │ ├── README.md │ │ └── d8150da674a65a6cfe194052a825383c.gif ├── j.gif └── test5.py ├── lstm ├── 123.csv ├── README.MD ├── lstm.py └── result.png ├── tensorflow_tutorials ├── 1.1 tf 求解线性回归.py ├── 1.2 tf 常量与变量.py ├── 1.3 tf placeholder的使用.py ├── 1.4 tf add_layer.py ├── 1.5 tf 构造简单的神经网络.py ├── 1.6 使用matplotlib可视化.py ├── 1.6 使用matplotlib可视化的输出结果.png ├── 1.7 计算cost的优化方式.md ├── 1.8 tf 使用tensorboard可视化-2.py ├── 1.8 tf 使用tensorboard可视化.py ├── 2.1 tf 分类 识别手写数字集mnist.py ├── 2.1 tf 分类 识别手写数字集mnist_自己的实现.py ├── 2.1 tf 分类 识别手写数字集mnist_自己的实现2 - 增加计算预测精度的函数.py ├── 2.2 tf 使用dropout解决过拟合.py ├── 2.3 tf 卷积神经网络.py ├── 2.4 tf 保存网络.py ├── 2.4 tf 加载网络.py ├── 2.5 tf 循环神经网络rnn_分类.py ├── 2.5 tf 循环神经网络rnn_分类2.py ├── 2.6 tf 循环神经网络run_回归.py ├── 2.7 tf 自编码器1-输出结果.png ├── 2.7 tf 自编码器1.1- 自己的写的.py ├── 2.7 tf 自编码器1.py ├── 2.7 tf 自编码器2- 高维to低维度的编码器-输出结果.png ├── 2.7 tf 自编码器2-高维to低维度的编码器.py ├── 2.8 tf 批标准化-tf.moments函数的解释.py ├── 2.8 tf 批标准化-加上了可视化.py ├── 2.8 tf 批标准化-可视化函数的解释.py ├── 2.8 tf 批标准化.py ├── 2.9 tf lstm_回归.py ├── MNIST_data │ ├── t10k-images-idx3-ubyte.gz │ ├── t10k-labels-idx1-ubyte.gz │ ├── train-images-idx3-ubyte.gz │ └── train-labels-idx1-ubyte.gz ├── RNN 学习 │ ├── belling_the_cat.txt │ ├── readme.md │ ├── rnn_mydemo.py │ ├── rnn_mydemo2.py │ ├── rnn_word.py │ ├── test1.py │ ├── test2.py │ └── todo.JPG ├── my_net │ ├── checkpoint │ ├── save_net.ckpt.data-00000-of-00001 │ ├── save_net.ckpt.index │ └── save_net.ckpt.meta ├── readme.md └── tensorflow scope │ ├── 1_tensorflow 共享变量存在的问题1.py │ ├── 2_tensorflow 共享变量存在的问题2.py │ ├── 3_使用variable_scope 共享变量.py │ ├── 4_使用variable_scope 共享变量2-vgg里面的表现形式.py │ ├── 5_使用variable_scope 有多个name的时候.py │ ├── README.md │ ├── huangguan_test.py │ ├── scope_test.py │ ├── test1.py │ ├── test2.py │ ├── test3_assign.py │ └── tf22_RNN_scope.py ├── tensorlfow_进阶 ├── neural-style │ ├── my-neural-style │ │ ├── images │ │ │ ├── StarryNight.jpg │ │ │ ├── Taipei101.jpg │ │ │ ├── Taipei101_StarryNight.jpg │ │ │ ├── Tuebingen.jpg │ │ │ └── pic.jpg │ │ ├── neural-style.py │ │ ├── readme.md │ │ ├── results_docker │ │ │ ├── 0000.png │ │ │ ├── 0500.png │ │ │ ├── 1000.png │ │ │ ├── 1500.png │ │ │ ├── 2000.png │ │ │ ├── 2500.png │ │ │ ├── 3000.png │ │ │ ├── 3500.png │ │ │ ├── 4000.png │ │ │ ├── 4500.png │ │ │ └── results_YES——docker.png │ │ ├── test1.py │ │ └── test2.py │ └── readme.md ├── readme.md └── vgg19 │ ├── VGG19 │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── caffe_classes.py │ ├── demo1.png │ ├── demo2.png │ ├── demo3.png │ ├── testModel.py │ ├── testModel │ │ ├── 000018.jpg │ │ ├── 002689.jpg │ │ └── 005525.jpg │ ├── vgg19.py │ ├── z_func_np_loadnpy.py │ └── 新建文本文档.txt │ └── my_vgg │ ├── README.md │ ├── caffe_classes.py │ ├── demo1.png │ ├── z_func_np_loadnpy.py │ ├── z_func_scope.py │ ├── z_func_scope2.py │ ├── z_func_scope3.py │ ├── z_func_scope4.py │ ├── z_func_scope5.py │ ├── z_func_scope6.py │ └── z_func_scope7.py ├── three-layer-nn ├── 1.5 tf 构造简单的神经网络.py ├── Figure_1-1.png ├── README.md ├── neuralnetwork.py └── textSet.txt ├── 基本概念 ├── readme.md ├── 召回率和准确率.md └── 神经网络的初始化的方式.md ├── 常用的机器学习算法 ├── k-means 聚类算法 │ ├── cluster_data.csv │ ├── k_means_cluster.py │ ├── readme.md │ ├── scikit-learn 实战之非监督学习 1.pdf │ ├── scikit-learn 实战之非监督学习 2.pdf │ └── scikit-learn 实战之非监督学习 3.pdf ├── pca │ ├── digits_show.py │ ├── pca+kmeans.py │ ├── pca_demo.py │ └── readme.md ├── readme.md ├── svm │ ├── readme.md │ ├── svm_demo1.py │ └── svm_demo2.py └── xgboost │ ├── __pycache__ │ └── xgboost.cpython-35.pyc │ ├── adaboost │ ├── adaboost.py │ └── readme.md │ ├── pima-indians-diabetes.csv │ ├── readme.md │ └── test.py └── 序列预测 ├── 123.csv ├── PCA去趋势化 ├── 123.csv ├── 7.xls ├── __pycache__ │ ├── pca.cpython-35.pyc │ └── pca.cpython-36.pyc ├── dev │ ├── 1.xls │ ├── 10.xls │ ├── 11.xls │ ├── 12.xls │ ├── 13.xls │ ├── 14.xls │ ├── 15.xls │ ├── 16.xls │ ├── 17.xls │ ├── 18.xls │ ├── 19.xls │ ├── 2.xls │ ├── 20.xls │ ├── 3.xls │ ├── 4.xls │ ├── 5.xls │ ├── 6.xls │ ├── 7.xls │ ├── 8.xls │ ├── 9.xls │ ├── __pycache__ │ │ └── pca.cpython-35.pyc │ ├── dump.txt │ ├── dump2.txt │ ├── dump3.txt │ ├── main.py │ ├── pca.py │ ├── readme.md │ └── utils_xls.py ├── dev2 │ ├── .idea │ │ ├── dev2.iml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── 0.png │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── __pycache__ │ │ ├── pca.cpython-35.pyc │ │ └── pca.cpython-36.pyc │ ├── data │ │ ├── dump.txt │ │ └── dump2.txt │ ├── main.py │ ├── main2.py │ ├── pca.py │ ├── record.xlsx │ └── 图 │ │ ├── 0.png │ │ ├── 1.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ └── 5.png ├── dev3-实验补充 │ ├── .idea │ │ ├── dev2.iml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── 0.png │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── LSTM-图 │ │ ├── 0.png │ │ ├── 1.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ ├── 5.png │ │ ├── readme.md │ │ ├── 不好的效果 │ │ │ ├── 0.png │ │ │ ├── 1.png │ │ │ ├── 2.png │ │ │ ├── 3.png │ │ │ ├── 4.png │ │ │ └── 5.png │ │ ├── 不好的效果1 │ │ │ ├── 0.png │ │ │ ├── 1.png │ │ │ ├── 2.png │ │ │ ├── 3.png │ │ │ ├── 4.png │ │ │ └── 5.png │ │ ├── 不好的效果3 │ │ │ ├── 0.png │ │ │ ├── 1.png │ │ │ ├── 2.png │ │ │ ├── 3.png │ │ │ ├── 4.png │ │ │ └── 5.png │ │ ├── 不好的结果2 │ │ │ ├── 0.png │ │ │ ├── 1.png │ │ │ ├── 2.png │ │ │ ├── 3.png │ │ │ ├── 4.png │ │ │ └── 5.png │ │ └── 新建文件夹 │ │ │ ├── 0.png │ │ │ ├── 1.png │ │ │ ├── 2.png │ │ │ ├── 3.png │ │ │ ├── 4.png │ │ │ └── 5.png │ ├── __pycache__ │ │ ├── pca.cpython-35.pyc │ │ └── pca.cpython-36.pyc │ ├── ann1 │ │ ├── train0.png │ │ ├── train1000.png │ │ ├── train10000.png │ │ ├── train10500.png │ │ ├── train11000.png │ │ ├── train11500.png │ │ ├── train12000.png │ │ ├── train12500.png │ │ ├── train13000.png │ │ ├── train13500.png │ │ ├── train14000.png │ │ ├── train14500.png │ │ ├── train1500.png │ │ ├── train15000.png │ │ ├── train15500.png │ │ ├── train16000.png │ │ ├── train16500.png │ │ ├── train17000.png │ │ ├── train17500.png │ │ ├── train18000.png │ │ ├── train18500.png │ │ ├── train19000.png │ │ ├── train19500.png │ │ ├── train2000.png │ │ ├── train20000.png │ │ ├── train20500.png │ │ ├── train21000.png │ │ ├── train21500.png │ │ ├── train22000.png │ │ ├── train2500.png │ │ ├── train3000.png │ │ ├── train3500.png │ │ ├── train4000.png │ │ ├── train4500.png │ │ ├── train500.png │ │ ├── train5000.png │ │ ├── train5500.png │ │ ├── train6000.png │ │ ├── train6500.png │ │ ├── train7000.png │ │ ├── train7500.png │ │ ├── train8000.png │ │ ├── train8500.png │ │ ├── train9000.png │ │ ├── train9500.png │ │ └── 参数.txt │ ├── ann2 │ │ ├── train0.png │ │ ├── train1000.png │ │ ├── train10000.png │ │ ├── train10500.png │ │ ├── train11000.png │ │ ├── train11500.png │ │ ├── train12000.png │ │ ├── train12500.png │ │ ├── train13000.png │ │ ├── train13500.png │ │ ├── train14000.png │ │ ├── train14500.png │ │ ├── train1500.png │ │ ├── train15000.png │ │ ├── train15500.png │ │ ├── train16000.png │ │ ├── train16500.png │ │ ├── train17000.png │ │ ├── train17500.png │ │ ├── train18000.png │ │ ├── train18500.png │ │ ├── train19000.png │ │ ├── train19500.png │ │ ├── train2000.png │ │ ├── train20000.png │ │ ├── train20500.png │ │ ├── train21000.png │ │ ├── train21500.png │ │ ├── train22000.png │ │ ├── train22500.png │ │ ├── train23000.png │ │ ├── train23500.png │ │ ├── train24000.png │ │ ├── train24500.png │ │ ├── train2500.png │ │ ├── train25000.png │ │ ├── train25500.png │ │ ├── train26000.png │ │ ├── train26500.png │ │ ├── train27000.png │ │ ├── train27500.png │ │ ├── train28000.png │ │ ├── train28500.png │ │ ├── train29000.png │ │ ├── train29500.png │ │ ├── train3000.png │ │ ├── train30000.png │ │ ├── train30500.png │ │ ├── train31000.png │ │ ├── train31500.png │ │ ├── train32000.png │ │ ├── train32500.png │ │ ├── train33000.png │ │ ├── train33500.png │ │ ├── train34000.png │ │ ├── train34500.png │ │ ├── train3500.png │ │ ├── train35000.png │ │ ├── train35500.png │ │ ├── train36000.png │ │ ├── train36500.png │ │ ├── train37000.png │ │ ├── train37500.png │ │ ├── train38000.png │ │ ├── train38500.png │ │ ├── train39000.png │ │ ├── train39500.png │ │ ├── train4000.png │ │ ├── train40000.png │ │ ├── train40500.png │ │ ├── train41000.png │ │ ├── train41500.png │ │ ├── train42000.png │ │ ├── train42500.png │ │ ├── train43000.png │ │ ├── train43500.png │ │ ├── train44000.png │ │ ├── train44500.png │ │ ├── train4500.png │ │ ├── train45000.png │ │ ├── train45500.png │ │ ├── train46000.png │ │ ├── train46500.png │ │ ├── train47000.png │ │ ├── train47500.png │ │ ├── train48000.png │ │ ├── train48500.png │ │ ├── train49000.png │ │ ├── train49500.png │ │ ├── train500.png │ │ ├── train5000.png │ │ ├── train5500.png │ │ ├── train6000.png │ │ ├── train6500.png │ │ ├── train7000.png │ │ ├── train7500.png │ │ ├── train8000.png │ │ ├── train8500.png │ │ ├── train9000.png │ │ ├── train9500.png │ │ └── 参数.txt │ ├── ann3 │ │ ├── test0.png │ │ ├── test1000.png │ │ ├── test10000.png │ │ ├── test10500.png │ │ ├── test11000.png │ │ ├── test11500.png │ │ ├── test12000.png │ │ ├── test12500.png │ │ ├── test13000.png │ │ ├── test13500.png │ │ ├── test14000.png │ │ ├── test14500.png │ │ ├── test1500.png │ │ ├── test15000.png │ │ ├── test15500.png │ │ ├── test16000.png │ │ ├── test16500.png │ │ ├── test17000.png │ │ ├── test17500.png │ │ ├── test18000.png │ │ ├── test18500.png │ │ ├── test19000.png │ │ ├── test19500.png │ │ ├── test2000.png │ │ ├── test20000.png │ │ ├── test20500.png │ │ ├── test21000.png │ │ ├── test21500.png │ │ ├── test22000.png │ │ ├── test22500.png │ │ ├── test23000.png │ │ ├── test23500.png │ │ ├── test24000.png │ │ ├── test24500.png │ │ ├── test2500.png │ │ ├── test25000.png │ │ ├── test25500.png │ │ ├── test26000.png │ │ ├── test26500.png │ │ ├── test27000.png │ │ ├── test27500.png │ │ ├── test28000.png │ │ ├── test28500.png │ │ ├── test29000.png │ │ ├── test29500.png │ │ ├── test3000.png │ │ ├── test30000.png │ │ ├── test30500.png │ │ ├── test31000.png │ │ ├── test31500.png │ │ ├── test32000.png │ │ ├── test32500.png │ │ ├── test33000.png │ │ ├── test33500.png │ │ ├── test34000.png │ │ ├── test34500.png │ │ ├── test3500.png │ │ ├── test35000.png │ │ ├── test35500.png │ │ ├── test36000.png │ │ ├── test36500.png │ │ ├── test37000.png │ │ ├── test37500.png │ │ ├── test38000.png │ │ ├── test38500.png │ │ ├── test39000.png │ │ ├── test39500.png │ │ ├── test4000.png │ │ ├── test40000.png │ │ ├── test40500.png │ │ ├── test41000.png │ │ ├── test41500.png │ │ ├── test42000.png │ │ ├── test42500.png │ │ ├── test43000.png │ │ ├── test43500.png │ │ ├── test44000.png │ │ ├── test44500.png │ │ ├── test4500.png │ │ ├── test45000.png │ │ ├── test45500.png │ │ ├── test46000.png │ │ ├── test46500.png │ │ ├── test47000.png │ │ ├── test47500.png │ │ ├── test48000.png │ │ ├── test48500.png │ │ ├── test49000.png │ │ ├── test49500.png │ │ ├── test500.png │ │ ├── test5000.png │ │ ├── test5500.png │ │ ├── test6000.png │ │ ├── test6500.png │ │ ├── test7000.png │ │ ├── test7500.png │ │ ├── test8000.png │ │ ├── test8500.png │ │ ├── test9000.png │ │ ├── test9500.png │ │ ├── train0.png │ │ ├── train1000.png │ │ ├── train10000.png │ │ ├── train10500.png │ │ ├── train11000.png │ │ ├── train11500.png │ │ ├── train12000.png │ │ ├── train12500.png │ │ ├── train13000.png │ │ ├── train13500.png │ │ ├── train14000.png │ │ ├── train14500.png │ │ ├── train1500.png │ │ ├── train15000.png │ │ ├── train15500.png │ │ ├── train16000.png │ │ ├── train16500.png │ │ ├── train17000.png │ │ ├── train17500.png │ │ ├── train18000.png │ │ ├── train18500.png │ │ ├── train19000.png │ │ ├── train19500.png │ │ ├── train2000.png │ │ ├── train20000.png │ │ ├── train20500.png │ │ ├── train21000.png │ │ ├── train21500.png │ │ ├── train22000.png │ │ ├── train22500.png │ │ ├── train23000.png │ │ ├── train23500.png │ │ ├── train24000.png │ │ ├── train24500.png │ │ ├── train2500.png │ │ ├── train25000.png │ │ ├── train25500.png │ │ ├── train26000.png │ │ ├── train26500.png │ │ ├── train27000.png │ │ ├── train27500.png │ │ ├── train28000.png │ │ ├── train28500.png │ │ ├── train29000.png │ │ ├── train29500.png │ │ ├── train3000.png │ │ ├── train30000.png │ │ ├── train30500.png │ │ ├── train31000.png │ │ ├── train31500.png │ │ ├── train32000.png │ │ ├── train32500.png │ │ ├── train33000.png │ │ ├── train33500.png │ │ ├── train34000.png │ │ ├── train34500.png │ │ ├── train3500.png │ │ ├── train35000.png │ │ ├── train35500.png │ │ ├── train36000.png │ │ ├── train36500.png │ │ ├── train37000.png │ │ ├── train37500.png │ │ ├── train38000.png │ │ ├── train38500.png │ │ ├── train39000.png │ │ ├── train39500.png │ │ ├── train4000.png │ │ ├── train40000.png │ │ ├── train40500.png │ │ ├── train41000.png │ │ ├── train41500.png │ │ ├── train42000.png │ │ ├── train42500.png │ │ ├── train43000.png │ │ ├── train43500.png │ │ ├── train44000.png │ │ ├── train44500.png │ │ ├── train4500.png │ │ ├── train45000.png │ │ ├── train45500.png │ │ ├── train46000.png │ │ ├── train46500.png │ │ ├── train47000.png │ │ ├── train47500.png │ │ ├── train48000.png │ │ ├── train48500.png │ │ ├── train49000.png │ │ ├── train49500.png │ │ ├── train500.png │ │ ├── train5000.png │ │ ├── train5500.png │ │ ├── train6000.png │ │ ├── train6500.png │ │ ├── train7000.png │ │ ├── train7500.png │ │ ├── train8000.png │ │ ├── train8500.png │ │ ├── train9000.png │ │ ├── train9500.png │ │ └── 参数.txt │ ├── data │ │ ├── dump.txt │ │ └── dump2.txt │ ├── main-ann.py │ ├── main-lstm.py │ ├── main_svr-f-1.py │ └── new2_svr.py ├── dev3-补充实验-分时 │ ├── __pycache__ │ │ ├── pca.cpython-35.pyc │ │ └── split_day_night_time.cpython-35.pyc │ ├── data │ │ ├── dump.txt │ │ └── dump2.txt │ ├── daytime │ │ ├── 0.png │ │ ├── 1.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ └── 5.png │ ├── main.py │ ├── main2-daytime.py │ ├── main2-nighttime.py │ ├── nighttime │ │ ├── 0.png │ │ ├── 1.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ └── 5.png │ ├── pca.py │ └── split_day_night_time.py ├── dev4 │ ├── __pycache__ │ │ └── pca.cpython-35.pyc │ ├── ann3 │ │ ├── test0.png │ │ ├── test1000.png │ │ ├── test10000.png │ │ ├── test10500.png │ │ ├── test11000.png │ │ ├── test11500.png │ │ ├── test12000.png │ │ ├── test12500.png │ │ ├── test13000.png │ │ ├── test13500.png │ │ ├── test14000.png │ │ ├── test14500.png │ │ ├── test1500.png │ │ ├── test15000.png │ │ ├── test15500.png │ │ ├── test16000.png │ │ ├── test16500.png │ │ ├── test17000.png │ │ ├── test17500.png │ │ ├── test18000.png │ │ ├── test18500.png │ │ ├── test19000.png │ │ ├── test19500.png │ │ ├── test2000.png │ │ ├── test20000.png │ │ ├── test20500.png │ │ ├── test21000.png │ │ ├── test21500.png │ │ ├── test22000.png │ │ ├── test22500.png │ │ ├── test23000.png │ │ ├── test23500.png │ │ ├── test24000.png │ │ ├── test24500.png │ │ ├── test2500.png │ │ ├── test25000.png │ │ ├── test25500.png │ │ ├── test26000.png │ │ ├── test26500.png │ │ ├── test27000.png │ │ ├── test27500.png │ │ ├── test28000.png │ │ ├── test28500.png │ │ ├── test29000.png │ │ ├── test29500.png │ │ ├── test3000.png │ │ ├── test30000.png │ │ ├── test30500.png │ │ ├── test31000.png │ │ ├── test31500.png │ │ ├── test32000.png │ │ ├── test32500.png │ │ ├── test33000.png │ │ ├── test33500.png │ │ ├── test34000.png │ │ ├── test34500.png │ │ ├── test3500.png │ │ ├── test35000.png │ │ ├── test35500.png │ │ ├── test36000.png │ │ ├── test36500.png │ │ ├── test37000.png │ │ ├── test37500.png │ │ ├── test38000.png │ │ ├── test38500.png │ │ ├── test39000.png │ │ ├── test39500.png │ │ ├── test4000.png │ │ ├── test40000.png │ │ ├── test40500.png │ │ ├── test41000.png │ │ ├── test41500.png │ │ ├── test42000.png │ │ ├── test42500.png │ │ ├── test43000.png │ │ ├── test43500.png │ │ ├── test44000.png │ │ ├── test44500.png │ │ ├── test4500.png │ │ ├── test45000.png │ │ ├── test45500.png │ │ ├── test46000.png │ │ ├── test46500.png │ │ ├── test47000.png │ │ ├── test47500.png │ │ ├── test48000.png │ │ ├── test48500.png │ │ ├── test49000.png │ │ ├── test49500.png │ │ ├── test500.png │ │ ├── test5000.png │ │ ├── test5500.png │ │ ├── test6000.png │ │ ├── test6500.png │ │ ├── test7000.png │ │ ├── test7500.png │ │ ├── test8000.png │ │ ├── test8500.png │ │ ├── test9000.png │ │ ├── test9500.png │ │ ├── train0.png │ │ ├── train1000.png │ │ ├── train10000.png │ │ ├── train10500.png │ │ ├── train11000.png │ │ ├── train11500.png │ │ ├── train12000.png │ │ ├── train12500.png │ │ ├── train13000.png │ │ ├── train13500.png │ │ ├── train14000.png │ │ ├── train14500.png │ │ ├── train1500.png │ │ ├── train15000.png │ │ ├── train15500.png │ │ ├── train16000.png │ │ ├── train16500.png │ │ ├── train17000.png │ │ ├── train17500.png │ │ ├── train18000.png │ │ ├── train18500.png │ │ ├── train19000.png │ │ ├── train19500.png │ │ ├── train2000.png │ │ ├── train20000.png │ │ ├── train20500.png │ │ ├── train21000.png │ │ ├── train21500.png │ │ ├── train22000.png │ │ ├── train22500.png │ │ ├── train23000.png │ │ ├── train23500.png │ │ ├── train24000.png │ │ ├── train24500.png │ │ ├── train2500.png │ │ ├── train25000.png │ │ ├── train25500.png │ │ ├── train26000.png │ │ ├── train26500.png │ │ ├── train27000.png │ │ ├── train27500.png │ │ ├── train28000.png │ │ ├── train28500.png │ │ ├── train29000.png │ │ ├── train29500.png │ │ ├── train3000.png │ │ ├── train30000.png │ │ ├── train30500.png │ │ ├── train31000.png │ │ ├── train31500.png │ │ ├── train32000.png │ │ ├── train32500.png │ │ ├── train33000.png │ │ ├── train33500.png │ │ ├── train34000.png │ │ ├── train34500.png │ │ ├── train3500.png │ │ ├── train35000.png │ │ ├── train35500.png │ │ ├── train36000.png │ │ ├── train36500.png │ │ ├── train37000.png │ │ ├── train37500.png │ │ ├── train38000.png │ │ ├── train38500.png │ │ ├── train39000.png │ │ ├── train39500.png │ │ ├── train4000.png │ │ ├── train40000.png │ │ ├── train40500.png │ │ ├── train41000.png │ │ ├── train41500.png │ │ ├── train42000.png │ │ ├── train42500.png │ │ ├── train43000.png │ │ ├── train43500.png │ │ ├── train44000.png │ │ ├── train44500.png │ │ ├── train4500.png │ │ ├── train45000.png │ │ ├── train45500.png │ │ ├── train46000.png │ │ ├── train46500.png │ │ ├── train47000.png │ │ ├── train47500.png │ │ ├── train48000.png │ │ ├── train48500.png │ │ ├── train49000.png │ │ ├── train49500.png │ │ ├── train500.png │ │ ├── train5000.png │ │ ├── train5500.png │ │ ├── train6000.png │ │ ├── train6500.png │ │ ├── train7000.png │ │ ├── train7500.png │ │ ├── train8000.png │ │ ├── train8500.png │ │ ├── train9000.png │ │ ├── train9500.png │ │ └── 参数.txt │ ├── data │ │ ├── dump.txt │ │ └── dump2.txt │ ├── lstm │ │ ├── 0.png │ │ ├── 1.png │ │ ├── 2.png │ │ ├── 3.png │ │ ├── 4.png │ │ └── 5.png │ ├── main-ann-update.py │ ├── main-ann.py │ ├── main-lstm.py │ ├── main2-orig.py │ └── pca.py ├── dump_arr.txt ├── dump_arr_9-13.txt ├── dump_main_x.txt ├── dump_main_x_9-13.txt ├── dump_rest_x.txt ├── dump_rest_x_9-13.txt ├── lstm_new.py ├── pca.py ├── pre_porcess.py ├── show.py └── 图 │ ├── Figure_1.png │ ├── Figure_12.png │ ├── arr-9-13.png │ ├── main-rest-9-13.png │ ├── main_trend_data(中文).png │ ├── main_trend_data.png │ ├── n天合成一天-中文.png │ ├── n天合成一天.png │ ├── 主要成分.png │ ├── 偏差数据.png │ ├── 分布图.png │ ├── 加上刻度—重新画的图-主要成分.png │ ├── 加上刻度—重新画的图-偏差数据.png │ ├── 加上刻度—重新画的图-原始数据.png │ ├── 加上刻度—重新画的图-原始数据2.png │ ├── 原始数据.png │ ├── 很多天的主成分数据.png │ ├── 数据分布-中文图.png │ ├── 数据分布.png │ ├── 默认比例-主要成分.png │ ├── 默认比例-偏差数据.png │ └── 默认比例-原始数据.png ├── lstm ├── 123.csv └── lstm_new.py ├── readme.md ├── svr ├── 123.csv ├── new2_svr.py ├── svr.png ├── svr.py ├── test.csv └── 新建文本文档.txt ├── test.csv └── three-layer-nn ├── 123.csv └── new2_threelayer_nn_rmse.py /character recognition/iconset/7/4.gif: 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