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a-star-algorithm-for-8tile-puzzle

Implement A* algorithm for 8-puzzle game with custom heuristics, and analyze performance based on execution time, nodes generated/expanded, tree depth, branching factor, and total path for two initial states.

algorith-implementation

Demonstartes uses for common algorithms in C++ and minimizes the worst case scenerio for each problem

bicycle-crash-analysis-with-llama2-berttopic-

Topic Modeling using BERTopic with Llama Integration on Crash Narratives of SUV involved Bicycle Crashes

budget-calculator

Takes in user input to either determine a budget based upon income, or calculates money leftover after expenses. Can be used maintain and stick to a budget without having to manually calculate values each time manually.

classification-models-for-kaggle-competition

ML used to solve spaceship passenger disappearance due to spacetime anomaly. Filled missing data, created new features, encoded categorical columns, and trained 4 classifiers (KNN, Decision Tree, Gradient Boosting, and Random Forest). Gradient Boosting had highest accuracy (.8076). GitHub project showcasing ML in problem-solving.

crash-narrative-classification-for-hydroplaning-crash-reports

Utilize Various Transformers based models to predict crash severity on crash narratives based on hydroplaning crashes.

data-analyst-portfolio

google_streetview

A command line tool and module for Google Street View Image API

h5easy

Class for reading and writing hdf5 files with C++ vectors

kmeans-clustering

Kmeans++ algorithm implementation for HDF5 multidimensional data

kmeansplusplus

k-means++: a C++ version implement

lists-stacks-and-queues

Implements a templated container class and uses it to implement two applications. These being a Reverse-Polish Notation calculator and a call center simulation

movie-database

Worked with a team to create a website that makes use of a json file filled with data to display relevant information. Some features include statistics regarding genre and actors, sorting movies, and what movies each actor has starred in.

nlp-tutorial

A guide on how to preform NLP related tasls

sales-analysis

Utilze sales data to develop insights to improve gross sales and identify the best products to sell.

shortest-path-algorithm

In pr5.cpp, implements Dijkstra, BellmanFord, and Prim shortest path algorithms for weighed edges using adjacency lists and provided ECL graph format. This format being the data structure created in ECLgraph.h These algorithms are then provided with driver EGR files to test the algorithms with.

tree-traversal

An autocomplete program, where we can provide a string prefix, and output a list of possible words that start with prefix. This is done by designing a tree where each value is a character, and traversing through the tree spells out words by collecting each character and forming strings as you traverse depth-first.