mahmed13 Goto Github PK

ai-isolationgame

Game of isolation done as part of the Nanodegree program from Udacity

amazon-reviews-sentiment-analysis

Completed Naive Bayes and Logistic Regression NLP assignment from Spring 2017

bare-logistic-regression

Implementation of logistic regression from scratch. Used as a fun ML exercise and a way to compare with the heavily optimized version of LR in sklearn.

coloreffect

Nice UIColors accessible by simple methods

embeddings

SSVD and Kernel Smoothing

fastai

The fast.ai deep learning library, lessons, and tutorials

injury-data

Profootballreference.com player injury web scraper. Used in ML pipeline for draftkings predictions.

isolationgame_ai_agent

This project implemented the AI with Minimax Algorithm, Alpha-Beta Pruning and Iterative Deepening algorithms to play Sudo Isolation Game.

knn-regression

Experimenting with the interpolation ability of the kNN Regression algorithm on BTC and Financial Reserve economic data.

linear-dynamical-systems

Basic implementation of a LDS to model some example dynamic textures

mahmed13.github.io

mnist-kmeans-clustering

Completed kMeans Unsupervised Clustering on the MNIST Dataset from Spring 2017

multirankwalk

Implementation of semi-supervised learning algorithm

nfl

Collection of my most robust and advanced NFL data scrapers

particle-swarm

Basic Genetic Algorithm

pegaconnect

GoogleHome to APIAI to Pega

poloniexdata

Poloniex Exchange candlestick data scraper. Used in ML pipeline for predicting cryptocurrency prices.

simplestorage

Transforms core data in swift into a simple and mess free experience

statistical-modeling-bulldawgs-wins

My Spring 2017 study to determine the impact of a UGA Home/Away game, given that the bulldawgs won

statistical-modeling-ga-weather

My Spring 2017 study to determining if the highs and lows of this year are more severe than those of last year using statistical methods.

stringsearch

Several methods for simpler substring manipulation in Swift 2.0

trader

Test only repo

trianglerotation

A right triangle rotation script written in Matlab. Rotates the original triangle 90, 180 and a custom user inputed number of degrees. Results are plotted on the same figure using a subplot. Axises, titles and legends are provided for distinction.

ugahacks3

Winning submission to the UGA hackathon Uber Data Analytics Challenge

white-rose-p1

whiterose_p2

JDBC sample queries

whiterose_p3