Derek's repositories
trig_least_squares
Plotly Dash app that finds the least squares solution to data in two variables using trigonometric polynomials.
crossword_puzzle
A crossword puzzle display written using the Python library Pygame.
Facebook-NLP-Project
The project uses NLP with a specialized lexicon dictionary to score posts from the Facebook NatGeo page, then trains a binary decision tree to predict whether a post is popular (≥ 1000 shares)
Datasets-1
Machine learning datasets used in tutorials on MachineLearningMastery.com
filter_suspicious_players
This is the repository for an app that downloads and extracts lichess.org games, and trains a threshold model to determine suspicious players.
nn-layer-weight-experiments
A repo for DNN and CNN layer weight experiments
nn_weights_expressivity
This is the repository for a Dash app that helps visualize how layer weights change the surface of the neural network, as well as the arc length of a trajectory
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
sleep_classifiers
Classify sleep from heart rate and acceleration via Apple Watch