William Ofosu Agyapong's repositories
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
CODE-S_WEB_19
2019 Web Development Tutorials where I introduced web development to participants from KNUST and its environs, using HTML, CSS and Javascript for the frontend, and PHP and SQL for the backend.
data-mining-projects
Houses a series of projects I worked on for a course in Data Mining that I took in my Ph.D. Data Science program at UTEP in the Fall of 2022. Covers areas such as Regularized Logistic Regression, Optimization, Kernel Methods, PageRank, Kernel PCA, Association Rule Mining, Anomaly Detection, Parametric/Nonparametric Nonlinear Regression, etc.
eccficm
R package for computing the Expectation of the Conditional Difference Measures for testing independence between two Random Vectors, and for performing Sure Independence Feature Screening based on its independence measures. The package is pending review from the authors of the underlying methods and it is therefore not officially released for use.
food_housing_insecurity-UTEP
This is a project aimed at modeling food and housing insecurity at UTEP to understand the key factors influencing food and housing insecurity and to identify the groups or subpopulations at high risk.
heart-failure
Predicting whether a patient with heart-failure will die or survive based on some risk factors
STAT5385-stats-in-research
This repo is the result of requests from friends who I took a course in Advanced Regression Analysis with at UTEP to share my assignment codes for their learning after each assignment was graded..
tweet-insights
A shiny app bringing you great insights from twitter. This started as a course project in an Advanced Data Viz course I took at Miami University in the 2020 Spring semester, where I decided to go above and beyond.
voles-network-analysis
Network Analysis: A comparative Analysis of Centrality Measures for the Brain Subregions of two Populations of Prairie Voles
covid-dashboard
A dashboard created with R Shiny to provide users the flexibility to interact with different visualizations revealing the distribution and trends in COVID-19 confirmed cases and deaths
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
demo-ds-project
This is a demo data science project
Divvy-bikeshare-network
In this project I explored a 12-month sample of bike-share data from the Divvy bike-sharing system in Chicago and incorporated network analysis of the data to identify key stations and community structures.
fluent-Python-example-code
Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)
ipfn
Iterative Proportional Fitting for Python with N dimensions
langchain-rag-tutorial
A simple Langchain RAG application.
smart_election
facilitates electronic voting
Time-Series-Projects
Analysis of various time series data
tutorials-manager
For managing tutorial classes
williamagyapong
Config files for my GitHub profile.
williamagyapong.github.io
My personal website