zhaoqispace/Opening-a-Chinese-Restaurant-in-Singapore-Machine-Learning-Clustering zhaoqispace/Opening-a-Chinese-Restaurant-in-Singapore-Machine-Learning-Clustering

  • Stars
    star
    1
  • Language
    Jupyter Notebook
  • Created over 3 years ago
  • Updated over 3 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
zhaoqispace/Opening-a-Chinese-Restaurant-in-Singapore-Machine-Learning-Clustering
github

zhaoqispace

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Have applied K-Means Clustering algorithm to explore neighborhoods of Singapore to help potential stakeholders select optimal locations to open a Chinese restaurant. Foursquare API and Folium package were applied when exploring the planning areas of Singapore

More Repositories

1

E-Commerce-Shopping-Cart-ASP.NET-MVC

Language C#, Framework ASP.NET, Database MS SQL. Built a game online store with functions Login/Logout, Sign up, Products Gallery, Add Products to Cart, Search Product, View Cart, Purchase History, Payment, Pagination by adopting front-end techniques html/css/javascript and back-end techniques dependency injection, session, authentication, etc.
JavaScript
2
star
2

Fruits-Image-Recognition-Deep-Learning-CNN

Impelement CNN to recognize the four classes: apples, bananas, oranges and a mix of fruits. Investigate the impact of number of Conv2D Layers, Kernel Size, Dropout Rate, Batch Size and number of Epochs on Accuracy and Loss.
Jupyter Notebook
1
star