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1. linghaol.com linghaol.com Public

   A Flask blog website with Markdown, powered by NGINX, Gunicorn and Docker.

   HTML

2. CommunityDetection-Spark-AWS CommunityDetection-Spark-AWS Public

   A Spark application, written in Python, to figure out strongly connected components with Bi-directional Label Propagation algorithm. This project implemented an 1.3GB Twitter network dataset on AWS…

   Python 10 4

3. Mathematical-Pattern-Recognition-Project Mathematical-Pattern-Recognition-Project Public

   This project implements Perceptron Learning, SVM, Bayesion Minimum Error based on KNN and Random Forest algorithm for classification on a credit risk dataset.

   Python 4 1

4. StochasticSystem-Simulation-Project StochasticSystem-Simulation-Project Public

   This project consists of 5 small simulation tasks, which involve Sampling, Inverse CDF method, K-means Clustering, EM algorithm, Monte Carlo and Simulated Annealing algorithm.

   Python 2 1