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Ankit Mathur's Projects

betsy_board-game icon betsy_board-game

A Python program that plays Betsy, a two-player board game, using the minimax algorithm with alpha-beta search and a suitable heuristic evaluation function.

graduate-admissions icon graduate-admissions

How does the academic experience of a graduate student affect his/her choice of staying back in the United States after the completion of his/her graduate studies?

image-classification icon image-classification

Predicting the correct orientation of an image using three different Machine Learning algorithms.

income_disparity icon income_disparity

Study the relationship between mean income of countries with the percentage of income held by the rich and the poor.

movie_budgets icon movie_budgets

Study the relationships between the budgets of a given set of movies and their corresponding lengths/years of release.

n-square_board-puzzle icon n-square_board-puzzle

The famous (N^2 - 1) board puzzle with a slight variation where there is no empty tile, instead the tiles wrap around the edges.

nick-notes-neatly icon nick-notes-neatly

This project allows a developer to capture notes in markdown files that are rendered on localhost as an html page using Rust's mdBook.

pos-tagging icon pos-tagging

Perform parts-of-speech tagging in Python using Bayesian Networks.

routing-and-navigation icon routing-and-navigation

Implementation of graph search algorithms to navigate from one city to another. Uses BFS, DFS, IDS, Uniform-cost (Dijkstra), and A-star routing algorithms with distance, time, or number of turns as costs.

sasta-chatgpt icon sasta-chatgpt

Locally hosted ChatGPT using GPT-4 API to avoid the monthly subscription.

speech-to-text-engine icon speech-to-text-engine

An end to end speech recognition system based on DeepSpeech and Film (Perez, Ethan, et al.)

tweet-classification icon tweet-classification

Estimating the location of tweet based only on the content of the tweet itself using a bag-of-words model.

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