├── .gitignore ├── README.md ├── class_01 └── Python Basics.ipynb ├── class_02 ├── matplotlib.ipynb └── numpy.ipynb ├── class_03 ├── knn.ipynb └── pandas.ipynb ├── class_04 ├── face_dataset │ └── README.md ├── face_detection.py ├── face_recognition.py ├── generate_data.py ├── haarcascade_frontalface_default.xml ├── iu.jpeg └── opencv.ipynb ├── class_05 ├── Color Extraction And Image Segmentation.ipynb ├── KMeans Clustering.ipynb └── img.jpeg ├── class_06 └── Decision Tree.ipynb ├── class_07 └── PCA.ipynb ├── class_08 └── Linear Regression.ipynb ├── class_09 └── Logistic Regression.ipynb ├── class_10 ├── Neural Network.ipynb ├── README.md └── backprop.png ├── class_11 ├── NN Keras Sequential.ipynb └── Neural Network Scratch.ipynb ├── class_12 ├── Basic Convolution.ipynb └── Convolutional Neural Network.ipynb ├── class_13 ├── Convolutional AutoEncoder.ipynb ├── Keras Functional.ipynb └── Stacked AutoEncoder.ipynb ├── class_14 ├── NLTK.ipynb ├── Web Scraping.ipynb ├── index.html ├── quotes.csv └── quotes.json ├── class_15 ├── Markov Chains.ipynb └── Naive Bayes.ipynb ├── class_16 ├── Gensim Word2Vec.ipynb └── Word Embeddings.ipynb ├── class_17 └── IMDB Sentiment Analysis.ipynb ├── class_18 ├── Deep Dream.ipynb ├── Neural Art.ipynb ├── Transfer Learning.ipynb ├── image.jpg ├── image2.jpg ├── image3.jpg ├── image4.jpg ├── results │ ├── art │ │ ├── im_at_iteration_0.png │ │ ├── im_at_iteration_1.png │ │ ├── im_at_iteration_2.png │ │ ├── im_at_iteration_3.png │ │ ├── im_at_iteration_4.png │ │ ├── im_at_iteration_5.png │ │ ├── im_at_iteration_6.png │ │ ├── im_at_iteration_7.png │ │ ├── im_at_iteration_8.png │ │ └── im_at_iteration_9.png │ ├── art2 │ │ ├── im_at_iteration_0.png │ │ ├── im_at_iteration_1.png │ │ ├── im_at_iteration_2.png │ │ ├── im_at_iteration_3.png │ │ ├── im_at_iteration_4.png │ │ ├── im_at_iteration_5.png │ │ ├── im_at_iteration_6.png │ │ ├── im_at_iteration_7.png │ │ ├── im_at_iteration_8.png │ │ └── im_at_iteration_9.png │ ├── art3 │ │ ├── im_at_iteration_0.png │ │ ├── im_at_iteration_1.png │ │ ├── im_at_iteration_2.png │ │ ├── im_at_iteration_3.png │ │ ├── im_at_iteration_4.png │ │ ├── im_at_iteration_5.png │ │ ├── im_at_iteration_6.png │ │ ├── im_at_iteration_7.png │ │ ├── im_at_iteration_8.png │ │ └── im_at_iteration_9.png │ ├── art4 │ │ ├── im_at_iteration_0.png │ │ ├── im_at_iteration_1.png │ │ ├── im_at_iteration_2.png │ │ ├── im_at_iteration_3.png │ │ ├── im_at_iteration_4.png │ │ ├── im_at_iteration_5.png │ │ ├── im_at_iteration_6.png │ │ ├── im_at_iteration_7.png │ │ ├── im_at_iteration_8.png │ │ └── im_at_iteration_9.png │ └── dream │ │ ├── im_at_iteration_0.png │ │ ├── im_at_iteration_1.png │ │ ├── im_at_iteration_2.png │ │ ├── im_at_iteration_3.png │ │ ├── im_at_iteration_4.png │ │ ├── im_at_iteration_5.png │ │ ├── im_at_iteration_6.png │ │ ├── im_at_iteration_7.png │ │ ├── im_at_iteration_8.png │ │ └── im_at_iteration_9.png ├── style-transfer-result.png ├── style.jpg ├── style2.jpg ├── style3.jpg └── style4.jpg ├── class_19 ├── Emoji Prediction Using LSTM.ipynb └── Text Generation with LSTM.ipynb ├── class_20 ├── Differential Evolution.ipynb ├── Genetic Algorithm.ipynb └── Reinforcement Learning.ipynb ├── datasets ├── fashion-mnist-test.csv ├── movie_metadata.csv ├── mushrooms.csv ├── sherlock.txt ├── test_emoji.csv ├── titanic.csv └── train_emoji.csv └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/coding-blocks-archives/MachineLearning_Dwarka_2018/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/coding-blocks-archives/MachineLearning_Dwarka_2018/HEAD/README.md -------------------------------------------------------------------------------- /class_01/Python Basics.ipynb: 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