Grant Gasser's repositories
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
plagiarism-detection-nlp
Detecting plagiarism with a focus on feature engineering
pop-segmentation-pca-kmeans
Performing unsupervised population segmentation with PCA and K-Means on US Census data
fraud-detection-linear-classifier
Using SageMaker's linear classifier to detect fraud. Addressing class imbalance and setting target metrics for Precision and Recall
sentiment-analysis-lstm-udacity
Predicting positive or negative sentiment of IMDB movie reviews by deploying an LSTM model with AWS SageMaker
curriculum-database
MySQL database with Python front-end and interface
algorithms-project
Closest Pair and Convex Hull
Space-Invaders-in-Pyglet
Pyglet Game Demo
twilio-email-text
Exploring Twilio email and text functionality
caesar-cipher
Caesar Cipher in Python
snake-game-python
Using PyGame
Log-Regression-Neural-Network
Implementing Logistic Regression to predict whether an image is a cat or a dog
algorithms-project0-graph
Plotting functions with SDL Plotter
algorithms-homework0
Big-O, Geometric series, Inductive proofs, Logs and Exp
draw-olympic-logo
Using Turtle graphics, drawing olympic logo
monte-carlo-sim
Monte Carlo simulation for stock price returns
Neural-Network-MNIST-Keras
Simple neural network for the MNIST dataset
face_recognition
The world's simplest facial recognition api for Python and the command line
cancer-regression-model
Creating a regression model on cancer data set where each observation is a county in the US, predicting deathRate
Evil-Hangman
Implementing Evil Hangman using SDL Plotter and STL
kaggle-home-prices
Done with Matt Suski as part of the Kaggle Competition
exam-2-multiple-regression
Complete multiple regression on mtcars dataset using regsubsets with BIC criterion and looking at Lasso
Best-Subsets
This script finds the best subsets of a linear model using the SBC/BIC
Task2
Multiclass classification
Task3
Multiclass Classification
Complete-Multiple-Regression
R script that performs complete multiple regression on two data sets
multiple_regression
A simple multiple regression on two datasets (lm and closed form solution)
regression_crimes
A complete simple linear regression on a crimes dataset
project4
This program implements a templated linked list in C++