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  1. RobustPCA RobustPCA Public

    Problem and data courtsey: CWP Energy https://cwpenergy.com). In this repo, I have implemented an optimization algorithm from a given paper: Algorithm 1 (Principal Component Pursuit by Alternating …

    Jupyter Notebook

  2. Amazon_graph_computation_apache_spark Amazon_graph_computation_apache_spark Public

    This answers some of basic and important questions about Amazon product co-purchasing network (March 02 2003 dataset) using GraphX (Apache Spark graph processing library with its Scala API). More p…

    Scala

  3. Image_reconstruction_DeepNet_and_SVM Image_reconstruction_DeepNet_and_SVM Public

    Image reconstruction using Deep Neural Network and Support Vector Machines

    Python 1

  4. Tensorflow_mnist_softmax Tensorflow_mnist_softmax Public

    TensorFlow MINST softmax code

    Python 1

  5. Tensorflow_contrib_custom_model Tensorflow_contrib_custom_model Public

    First code using TensorFlow contrib with custom model

    Python 1

  6. k_nearest_neighbors_large_data k_nearest_neighbors_large_data Public

    For the dataset Poker Hand found on the course website, use the training data consisting of approximately 25,000 examples (out of a domain of about 300,000,000) to classify a testing set using the …

    Python