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AI-Driven-Game
AI-Driven-Game PublicA turn based game played on a 10x10 grid in which the computer plays itself - accepts initial game board setup input file, number of turns, and characters to represent ants and beetles then simulat…
Java
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Crime-Data-Visualization-and-Stat-Analysis
Crime-Data-Visualization-and-Stat-Analysis PublicR code to clean/analyze crime data for Dallas, TX and Baltimore, MD. Includes various statistical comparisons of the two data sets using ggplot functions
R
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Healthcare-Data-Management
Healthcare-Data-Management PublicWeb app that uses the client-server style architecture to connect via websockets with python scripts running on separate machines. Python scripts act like nodes in a blockchain: storing their own c…
Python
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Neural-Network-Analysis
Neural-Network-Analysis PublicThis project implements a neural network analysis tool for classification tasks. It uses the scikit-learn library to create and evaluate multiple neural network models with different hyperparameter…
Python
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Recurrent-Neural-Network-from-Scratch
Recurrent-Neural-Network-from-Scratch PublicThis repository implements a simple recurrent neural network (RNN) for stock price prediction using principal component analysis (PCA) for dimensionality reduction. The model is trained on the clos…
Python
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dog-breed-image-classifier
dog-breed-image-classifier PublicImage classifier for dog breeds using EfficientNetB3 pre-trained model and transfer learning. The model achieves 94.8% training accuracy and 90% validation accuracy across 120 dog breeds. Features …
Jupyter Notebook
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