├── .gitignore ├── CGAN.ipynb ├── DCGAN.ipynb ├── GAN.ipynb ├── ImageHandling.ipynb ├── LinearRegressionBasic.ipynb ├── LinearRegressionBasicWithMatrix.ipynb ├── LinearRegressionMultiVariable.ipynb ├── LogisticRegression.ipynb ├── NeuralNetwork.ipynb ├── NeuralNetworkReLU.ipynb ├── NeuralNetworkSigmoid.ipynb ├── PytorchBasics.ipynb ├── README.md ├── babi-memnn.ipynb ├── bcolz_array_iterator.py ├── benchmark.py ├── cnn_notes.ipynb ├── data ├── housing.data ├── linear.csv ├── logistic.csv ├── logistic2.csv └── logistic3.csv ├── deepcolor.ipynb ├── dogs_cats_redux.ipynb ├── fast_image_processing.ipynb ├── fisheries.ipynb ├── fisheries_transfer.ipynb ├── imagenet_process.ipynb ├── keras_cheatsheet.ipynb ├── keras_text_generator.py ├── kmeans_test.ipynb ├── mnist_demo.ipynb ├── multitasking_python.ipynb ├── neural_style_transfer.ipynb ├── new_neural_style_transfer.ipynb ├── pytorch_cheatsheet.ipynb ├── rnn_notes.ipynb ├── statefarm.ipynb ├── text_generation.ipynb ├── titanic ├── Titanic1.ipynb ├── TitanicML.ipynb └── data │ └── .gitignore ├── tools ├── 04_model_training.ipynb ├── ConfusionMatrix.ipynb ├── CrossValidation.ipynb ├── GridSearch.ipynb ├── KNN.ipynb ├── LinearRegression.ipynb ├── MorePandasFun.ipynb ├── PandasQuickstart.ipynb ├── PandasTutorial.ipynb └── data │ └── pandastutorial.csv ├── vgg16_avg.py ├── visdom_demo.py └── website-GAN.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | *~ 2 | .ipynb* 3 | bigdata/ 4 | __pycache__* 5 | results/ -------------------------------------------------------------------------------- /CGAN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bfortuner/ml-study/HEAD/CGAN.ipynb -------------------------------------------------------------------------------- /DCGAN.ipynb: -------------------------------------------------------------------------------- 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