Derek Wayne's repositories
bayc-prediction
Bored Ape Yacht Club NFT value estimation
facebook_to_db
Package for ingesting data from various channels into MySQL database.
google_drive_api
Scripts with calls to the google drive api. Intended for automating file uploads and data updates.
fb_marketing_api_reports
Script to connect to Facebook API and create a weekly report as a local CSV file.
noise_reduction
Using the fast Walsh-Hadamard transform to de-noise an image.
twitter_MySQL_database
A collection of useful scripts for streaming twitter data and storing them in a MySQL database.
brain_segmentation
Tissue classification of T1-weighted brain MR acquisitions using a hidden markov random field model.
clustering
K-means and EM from scratch. A short discussion of their differences and performance.
MNIST
Comparing naive Bayes and multiclass logistic regression with MNIST dataset of handwritten digits.
ridgeregression_kfoldcv
A quick derivation of ridge estimates in linear regression and an R implementation of K-fold cross validation.
cardonia-api-spec
OpenAPI Specification for the Cardonia API
derekwayne.github.io
Machine Learning and Data Science Portfolio
flask-restplus
Fully featured framework for fast, easy and documented API development with Flask
time_series_practice
A collection of case studies intended for practice with time series analysis.