joshpark23 Goto Github PK

a-star-pathfinding

Implementation and Visualization of the A* Pathfinding Algorithm with a simple GUI built with the TKinter API

agriculture_image_classification

angular-data-visualization

Data Visualization of Living Costs Dataset using Angular and TypeScript. Exploratory Analysis done with Python/Pandas.

annotation-extension

Browser extension that tracks the annotator's total annotations during the current session for Blue Categorization using the Chrome API, Web Storage API, and JavaScript.

avocado-analyzer

Data visualization & Exploratory Analysis of the Avocado Dataset with NumPy, Pandas, MatPlotLib, and Scikit-Learn (In Progress)

blog_v2.0

Personal blog containing content related to ML, math, and tech. Static site built with Hugo and the LoveIt starter, lots of custom additions, deployed to Netlify via GH Actions

clicknetwork

Just a Big Glowing Button :) - Angular, SCSS

comp251_a2_testcases

A few tests to test your COMP251 Assignment2.

csharp_designpatterns

data-science-python

University of Michigan, Data Science in Python course files

datastructures_algorithms_csharp

Data Structures and Algorithms using C#. Practice questions are from LeetCode with original implementations.

django

The Web framework for perfectionists with deadlines.

f1_prediction_model

Predicting the outcomes of Formula 1 races using regression and a dataset built from scratch

fullstack_ml

Flask RESTful Web API serving stock predictions using CNN-LSTM, with Typescript/Angular powering the UI. (Abandoned)

git-bash-for-mac

Git Bash for Mac

graph_algorithm_comparison

heartfailure_prediction

Predicting heart failure with 93% test accuracy using the K-Nearest Neighbours algorithm.

homemade_ml_fork

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

hydroponic-analytics

Gathering valuable insights and meaningful metrics from manually built hydroponic farm.

javascript-algorithms

A collection of solutions and Time + Space complexity analyses to Data Structures & Algorithmic problems.

joshpark_blog

Blog to share content about software development, AI + ML + Math, and my learning outcomes. Built from a Gatsby theme with JavaScript, ReactJS, Gatsby, and deployed through Github Actions.

joshuapark823

Config files for my GitHub profile.

machinelearning_from_scratch

Repo to hold some implementations of ML models from scratch. Planning to include linear regression, logistic regression, some classification stuff, and more?

mandelbrot_fractal_generation

Fractal generation using python. Currently contains: Mandelbrot Set

manim

A community-maintained Python framework for creating mathematical animations.

mips-assembly

A collection of programming assignments written in MIPS assembly

mnist_classification

The hello world of CV

mnist_digit_classification

Classifying Handwritten Digits with 99.8% accuracy using Support Vector Machines (SVM)

object-oriented-foundations

Examples from my recent blog post on the core foundations of OOP: Encapsulation, Abstraction, Inheritance, and Polymorphism

pifuhd

High-Resolution 3D Human Digitization from A Single Image.