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ai-penn

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

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.

autism-screening

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

breast-cancer-classification

A Convolutional Neural Network that predicts whether or not a patient's scan indicates that they have breast cancer.

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.

connect-3

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

cryptocurrency-forecasting

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

dog-breed-classification

A Convolutional Neural Network program that implements transfer learning with a ResNet50 model to classify the breed of an image of a dog.

estilista

hardhat-detector

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

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.

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.

kjaisingh

A README file for my Github profile.

kjaisingh.github.io

A website that acts as a portfolio for my work.

march-madness-2019

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

measuring-seizure-spread

Measuring Seizure Spread from Electroencephalogram data using ML time-series models.

microrandom

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

mnist-residual-inception

Residual Block and Inception Module implementations of a Convolutional Neural Network for MNIST classification.

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.

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.

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.

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.

probbase

An iOS application intended to simplify the revision process for students by allowing them to upload images of the questions set by their teachers for homework or classwork, and having these converted into questions that can be accessed at any time in the future.

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.

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.

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.

spotifriend-app

Your personal Spotify assistant.

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.

the-new-york-experience

A repository to store all relevant code for our group's CIS 450 Project.