woo-chia-wei Goto Github PK

ace-amazing-race

Enterprise .NET Group Assignment - Web application (Profile + Event management) & Simulator (GPS Tracker)

advance-recursive

Problem solving that applies advance recursive technique for DFS, backtracking, etc.

benford-law-analysis

Plot first digit distribution to verify data correctness

chaos-game

Simulation of Chaos Game

coursera-python-text-mining

Assignments from Coursera "Applied Text Mining in Python".

cycle-detection

Cycle Detection - Comparison between algorithms (Indexing search vs slow & fast pointers search)

data-cleaning-human-mistakes

Data cleaning to minimize human errors using regex, edit distance, network analysis

datacamp-projects

Contains datacamp projects with hands-on experience solving real-world problems.

devops-essentials-sample-app

digits-recognition

Try with sklearn (knn, decision tree), keras (nn), pytorch (nn)

docker-template

Docker template for 2 typical use cases. 1) Jupyter workspace to be shared 2) Console app ready to deploy 3) REST API ready to deploy

eggs-dropping-simulation

Simulation of eggs dropping problem

flask-rest-api

Create REST API library with Python Flask.

flask-vue-iris

Analytic API explorer (Iris Flower Classification) with Flask and Vue JS.

foodpanda-analysis

Hobby project that studies FoodPanda SG dataset

fractals

Use Python to plot fractals patterns

gibbs_sampling

Examples of discrete/continous gibbs_sampling

grid-coloring

Generate random connected squares that adjacent squares have different colors.

gym-tracker-analysis

Perform clustering & PCA on ActiveSG Gym tracker dataset. Furthermore, evaluate regression performance using the latent variables.

huffman_coding

Basic implementation of Huffman encoding and decoding

insight-analysis-tripadvisor

KE5106 Group Assignment - Insight analysis on Tripadvisor based on reviews & user profiles of Singapore Zoo, River Safari & Night Safari.

inverse-sampling

Understanding Inverse Sampling

ionic-firebase-auth

Demonstration of Email/Password Authentication using Firebase.

ionic-task-list

Simple task list. Followed tutorial from Udemy.

iot-smart-fridge

Assignment of Internet of Things with frontend (Raspberry PI) & backend (Cloud Node Red).

iss-scraper

Web Scraping - Extract staffs' profile from NUS ISS website.

java-lambda-stream-note

Notetaking of Java 8 features

java-spark-setup

Simple tutorial on setting up java spark environment locally

jlti-code-jam

JLTi CodeJam is a programming contest open for all the staffs in JLTi (Singapore & India). This repository contains official questions/solutions together with my solutions.

journal-scraper

Help my doctor friend who is also a PhD candidate to web scrape the journal sites to extract title, authors, abstract and other information.