kjaisingh/AI-Penn

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kjaisingh/AI-Penn

kjaisingh

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A repository to store all the source code and learning resources for AI@Penn's technical bootcamps.

high-school-guide-to-machine-learning

Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students. This is my attempt at creating one.

high-school-guide-to-ios-development

Having studied iOS application development and Swift for the past three years, I believe that there fails to exist a single learning path to gaining proficiency in this domain. This is my attempt to create one.

hardhat-detector

A convolutional neural network implementation of a script that detects whether an individual is wearing a hardhat or not.

march-madness-2019

A Machine Learning project to predict the results of the NCAA Men's March Madness Basketball tournament.

artificial-intelligence-research-papers

An introductory listing of Artificial Intelligence advancements in recent times, directed at beginners looking to get a feel for the field.

pokemon-classifier

A Keras-constructed model implemented as an iOS Application that allows users to classify Pokemon detected through their camera feed as being one of five distinct Pokemon.

rap-lyrics-generator

An LSTM implementation for a Rap Lyric Generator that spawns rap lyrics based on a Kaggle dataset with over 38,000 lines.

pneumonia-diagnosis

A Convolutional Neural Network that is able to detect whether a patient has pneumonia, both bacterial and viral, based on an X-ray image of their chest.

autism-screening

A neural network that classifies an adult as having autism or not.

connect-3

An Android game that implements Tic-Tac-Toe in a Connect 4-like environment.

nba-salary-predictor

A script that predicts the salary of an NBA player given a series of figures ranging from the player's statistics from the previous season to his social media activity and following.

congress-voting-predictor

A set of Machine Learning that predict the party to which a voter belongs to, based on data gathered in a 1984 Congress debate.

recipe-match-app

An iOS application designed to aid home-cooks find recipes attuned to the ingredients they have with them, preventing excessive trips to the grocery store, cutting costs and promoting environmental sustainability.

cis-399

microrandom

An intelligent group generator web application intended to promote diversity in a typically 'random' process.

Cryptocurrency-Forecasting

A repository to store all relevant code for our group's CIS 519 Project.

Jupyter Notebook

spotifriend-app

Your personal Spotify assistant.

reddit-stock-bot

A Reddit-based bot that when invoked, provides information including daily highs/lows of a stock, information about the company and recent recommendations on whether to buy or sell the stock.

nba-rookie-predictor

A series of Machine Learning algorithms that predict whether an incoming NBA rookie will last for five years in the league, using data gathered from the last 20 years.

stock-prediction-bot

A Python script that produces predictions for recent stock activity for a given stock, using stock activity over the past 30 days.