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1. predict_adoption_speed_petfinder predict_adoption_speed_petfinder Public

   Research work to predict adoption speeds for pets using Natural Language Processing pipeline followed by svm, dtree and deep neural network classifiers. Final Report can be seen at Data_Mining_Fina…

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2. named-entity-recognition-nlp-purdue named-entity-recognition-nlp-purdue Public

   Research work to solve the problem statement of named entity recognition using deep max entropy markov model.

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3. collaborativeFilteringSVD collaborativeFilteringSVD Public

   Research work to implement collaborative filtering using SVD (Alternating least squares method), stochastic gradient descent (FunkSVD), SVD++, Asymmetric SVD. The dataset used is movielens dataset.

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4. mnist_digit_recognize mnist_digit_recognize Public

   10 perceptron ensemble model to accurately determine hand written digits from MNIST dataset http://yann.lecun.com/exdb/mnist/. The repo also includes a winnow algorithm for the same task.

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5. gradient_descent_logistic_regression_mnist gradient_descent_logistic_regression_mnist Public

   multi class classifier for mnist data set using logistic loss function and batch gradient descent; stochastic gradient descent

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6. intrusion_detection_kdd intrusion_detection_kdd Public

   detect anomalies in the network using machine learning models on KDD Dataset

   Jupyter Notebook 1