- College Station
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Machine_Learning_in_Systems
Machine_Learning_in_Systems PublicJupyter notebooks holding experiments from CSCE 689: Machine Learning in Systems. Includes final project and competition-winning GRU-based RNN.
Jupyter Notebook
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Data_Mining_Text_Analysis
Data_Mining_Text_Analysis PublicNatural Language Processing and Statistical Learning notes from Texas A&M University course CSCE 489: Special Topics in Data Mining in Social Networks.
Jupyter Notebook
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Jack_Toy_Language_Compiler
Jack_Toy_Language_Compiler PublicXML 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
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NLP_Maximum_Entropy_Classifier
NLP_Maximum_Entropy_Classifier PublicA from-scratch approach to Multinomial Logistic Regression on IMDB Movie Reviews. Historically excellent accuracy.
Python 2
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Datascience_Statistics_Drawer_Python
Datascience_Statistics_Drawer_Python PublicThis 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
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