├── 1 ├── indexed_operations.py ├── iris.csv ├── matrix_operations.py ├── new │ ├── indexed_operations.py │ ├── iris.csv │ ├── matrix_operations.py │ ├── rank_and_shape.py │ ├── reduction.py │ └── segmentation.py ├── rank_and_shape.py ├── reduction.py └── segmentation.py ├── 2 ├── CH2_KNN.ipynb ├── CH2_NN.py ├── CH2_kmeans-FINAL.ipynb └── CH2_kmeans.py ├── 3 ├── Multivariate Linear Regression.ipynb ├── Multivariate Linear Regression.py ├── Univariate linear regression.ipynb ├── Univariate linear regression.py └── data │ └── boston.csv ├── 4 ├── CH4_Univariate_Logistic_regression.py ├── CH4_Univariate_logistic_regression.ipynb ├── CH4_univariate_logistic_regression_skflow.ipynb ├── CH4_univariate_logistic_regression_skflow.py ├── Univariate_logistic_regression_keras.ipynb ├── data │ └── CHD.csv └── old │ ├── CH4_draft.ipynb │ ├── CH4_skflow.ipynb │ ├── Test_CH4.ipynb │ ├── binary.csv │ └── data │ └── CHD.csv ├── 5 ├── CH5_Nonlinear.ipynb ├── CH5_linear_regression_nn.ipynb ├── Ch5_third_example.ipynb └── data │ ├── mpg.csv │ └── wine.csv ├── 6 ├── CIFAR.ipynb ├── Mnist_final.ipynb ├── convolution.ipynb ├── data │ ├── blue_jay.jpg │ ├── cifar-10-batches-bin │ │ ├── batches.meta.txt │ │ ├── data_batch_1.bin │ │ ├── readme.html │ │ └── test_batch.bin │ ├── leopard.jpg │ ├── test.gif │ └── test2.gif ├── image_subsampling.ipynb └── old │ ├── CIFAR.ipynb │ ├── Mnist_final.ipynb │ ├── convolution.ipynb │ ├── data │ ├── blue_jay.jpg │ ├── leopard.jpg │ ├── test.gif │ └── test2.gif │ └── image_subsampling.ipynb ├── 7 └── Code │ ├── CH7_time_series.ipynb │ ├── CH7_time_series.py │ ├── data │ └── elec_load.csv │ ├── model.py │ ├── sample.py │ ├── save │ └── .gitignore │ ├── train.py │ └── utils.py ├── 8 ├── LICENSE.txt ├── content.jpg ├── neural_style.py ├── out.jpg ├── style.jpg ├── stylize.py ├── stylize.pyc ├── vgg.py └── vgg.pyc ├── 9 ├── cluster_pi_final.py ├── gpu_pi.py ├── start_server.py └── trainer.py ├── ERRATA_AND_UPDATES.md ├── LICENSE └── README.md 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