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linghaol.com
linghaol.com PublicA Flask blog website with Markdown, powered by NGINX, Gunicorn and Docker.
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CommunityDetection-Spark-AWS
CommunityDetection-Spark-AWS PublicA 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…
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Mathematical-Pattern-Recognition-Project
Mathematical-Pattern-Recognition-Project PublicThis project implements Perceptron Learning, SVM, Bayesion Minimum Error based on KNN and Random Forest algorithm for classification on a credit risk dataset.
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StochasticSystem-Simulation-Project
StochasticSystem-Simulation-Project PublicThis project consists of 5 small simulation tasks, which involve Sampling, Inverse CDF method, K-means Clustering, EM algorithm, Monte Carlo and Simulated Annealing algorithm.
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