Matthew Chin's Projects
Development for baseball databank, an Open Data collection of historical baseball data
An analysis on the last 150 years of Major League Baseball and the impact that slugging and hitting percentages of batters are in terms of Sabermetrics and other sports statistics.
A series of python notebooks providing an overview of basic sabermetrics.
Source code for activities in the Software Architectures for Big Data course from Coursera.
Calculator app created with Java Swing
Coursework in mathematics which required the use of LaTeX in typing up of equations.
The repository for providing users the statistics for NBA players for data lookup, fantasy advice, sports betting, and other uses of NBA player metrics.
🚀✨ Help beginners to contribute to open source projects
A fixed Merkle Tree implementation in Go
An analysis of common grocery prices between February 1999 and February 2024.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Assignment #2 submission of a Java Implementation of HashTable using LinkedList
An analysis of tweets mentioning the word "Kraft" using unsupervised learning.
This is a collection of problems and exercises that were solved as part of coursework for Mathematical Circles (MATH 314) at the University of San Francisco for the Fall 2020 term.
Jupyter notebooks from coursework taken from a math course title "Statistics with Applications".
Simple mathematical functions in Python language. Using a lot of print statements that may seem tedious but helpful should one day it be forgotten at some point in time.
Matrix multiplication in C programming language
Config files for my GitHub profile.
Website of Matthew Chin
Teaching myself how to use ML libraries and tools in Python such as TensorFlow, Keras, and Scikit-Learn.
A lookup page for an active player's NBA statistics and history.
Supporting code for short YouTube series Neural Networks Demystified.
The fundamental package for scientific computing with Python.
Development of components of a Linux operating system.
Basic use of Function Definitions in Python 3.
100+ Python challenging programming exercises
R exercises and examples
R code that I am posting to showcase what I have learned as both a graduate student and as someone who works on personal projects.
A basic I/O menu that acts as a social networking program that can store and delete information when asked to do so by the user.
Creation of a Spanning Tree in the Java language.