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Ziwei Guo's Projects

flight-web-scraper-python-selenium icon flight-web-scraper-python-selenium

This program uses selenium to analyze different flight combinations from the US to Europe. It will find and output the lowest price & associated flight combination for each day of a given month.

islr icon islr

Solution, Labs for "Introduction to Statistical Learning with R"

johnklearn icon johnklearn

Simple modular implementations of ML algorithms in python. These codes are for purely learning purposes. Any practical application of these methodologies should be done using the sklearn package.

markdown-here icon markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

myflasktutorial icon myflasktutorial

A Flask Tutorial for people who don't know any web programming. Actually, it would be helpful to know static HTML, also Python.

party-wave icon party-wave

Predict surf spot crowdedness in real time from surf cams

web_blog icon web_blog

Simple web-based blog to introduce Flask, HTML, CSS, Bootstrap, and Jinja2.

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