panzihang Goto Github PK

data-x

This repository is for the Data-X project materials

hangman_game

A notebook to set up and play Hangman Game. My strategy reaches over 50% winning rate.

leetcode_practice

Repo for github exercises.

nyc_traffic_safety_project

Trained a CNN model to predict traffice safety based on NYC satellite map image and accident data. We feed the CNN with the satellite image of each intersection and the number of accidents happened aroud there in last 8 years, to see if there's a correlation between road design/surroundings with traffic safety.

optimization_study

panzihang.github.io

personal blog

pricing_asian_option_under_heston_model

A Matlab function to price an average strike asian call option under Heston Model with Monte Carlo Simulation.

selenium_web_scraper

A web scraper to download phone prices by automatically searching Google and parsing search results.

shinyr_dashboard

A non-technical, user-friendly dashboard built with Shiny R, which assembles dataset display, keyword searching and custom filters.

sonnet_generator_with_lstm

statistical-learning

Homework Repo for The Elements of Statistical Learning

streetmap

A forked repo from my team project. Trained a CNN model to predict traffice safety based on NYC satellite map image and accident data. We feed the CNN with the satellite image of each intersection and the number of accidents happened aroud there in last 8 years, to see if there's a correlation between road design/surroundings with traffic safety.