derekwayne Goto Github PK

bayc-prediction

Bored Ape Yacht Club NFT value estimation

blogchain

Personal blog with tutorials, news, and apps related to blockchain, computer science and datascience.

brain_segmentation

Tissue classification of T1-weighted brain MR acquisitions using a hidden markov random field model.

cardonia-api-spec

OpenAPI Specification for the Cardonia API

clustering

K-means and EM from scratch. A short discussion of their differences and performance.

derekwayne.github.io

Machine Learning and Data Science Portfolio

dotfiles

facebook_to_db

Package for ingesting data from various channels into MySQL database.

fb_marketing_api_reports

Script to connect to Facebook API and create a weekly report as a local CSV file.

flask-restplus

Fully featured framework for fast, easy and documented API development with Flask

google_drive_api

Scripts with calls to the google drive api. Intended for automating file uploads and data updates.

mnist

Comparing naive Bayes and multiclass logistic regression with MNIST dataset of handwritten digits.

noise_reduction

Using the fast Walsh-Hadamard transform to de-noise an image.

pomodoros

Tracking study time using the pomodoro method.

pygrep

ridgeregression_kfoldcv

A quick derivation of ridge estimates in linear regression and an R implementation of K-fold cross validation.

time_series_practice

A collection of case studies intended for practice with time series analysis.

twitter_mysql_database

A collection of useful scripts for streaming twitter data and storing them in a MySQL database.