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Living the Dream
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Living the Dream
  • College Station

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  1. Vortex Vortex Public

    The Optimized Implementation of "Vortex: Extreme-Performance Memory Abstractions for Data-Intensive Streaming Applications".

    C++ 14 2

  2. Machine_Learning_in_Systems Machine_Learning_in_Systems Public

    Jupyter notebooks holding experiments from CSCE 689: Machine Learning in Systems. Includes final project and competition-winning GRU-based RNN.

    Jupyter Notebook

  3. Data_Mining_Text_Analysis Data_Mining_Text_Analysis Public

    Natural Language Processing and Statistical Learning notes from Texas A&M University course CSCE 489: Special Topics in Data Mining in Social Networks.

    Jupyter Notebook

  4. Jack_Toy_Language_Compiler Jack_Toy_Language_Compiler Public

    XML compilation for a Java-like toy programming language. See also the VM machine as well as the assembler. Done in collaboration with Max Laughler.

    Python

  5. NLP_Maximum_Entropy_Classifier NLP_Maximum_Entropy_Classifier Public

    A from-scratch approach to Multinomial Logistic Regression on IMDB Movie Reviews. Historically excellent accuracy.

    Python 2

  6. Datascience_Statistics_Drawer_Python Datascience_Statistics_Drawer_Python Public

    This is a repository holding useful code or notes from my adventures in STAT 489: Principles of Data Science and Statistics, as well as personal experiments.

    Jupyter Notebook 1