woo-chia-wei
A self-motivated and passionate individual with interest in programming, mathematics and data science.
KeysightSingapore
Pinned Repositories
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
flask-vue-iris
Analytic API explorer (Iris Flower Classification) with Flask and Vue JS.
foodpanda-analysis
Hobby project that studies FoodPanda SG dataset
insight-analysis-tripadvisor
KE5106 Group Assignment - Insight analysis on Tripadvisor based on reviews & user profiles of Singapore Zoo, River Safari & Night Safari.
kinect-sequence-classification
Machine learning using RNN LSTM with Keras on UTD-MHAD Kinect dataset.
python-mathematics
Fun mathematics problem solving or visualization of mathematical concepts.
r-time-series-forecast
Time Series Forecasting for India TV Channel Rating
traffic-fuzzy-control
Traffic Control System using fuzzy logic
udacity-machine-learning-engineer
Udacity Nanodegree Machine Learning Engineer assignments & note-taking.
woo-chia-wei's Repositories
woo-chia-wei/traffic-fuzzy-control
Traffic Control System using fuzzy logic
woo-chia-wei/data-cleaning-human-mistakes
Data cleaning to minimize human errors using regex, edit distance, network analysis
woo-chia-wei/foodpanda-analysis
Hobby project that studies FoodPanda SG dataset
woo-chia-wei/python-mathematics
Fun mathematics problem solving or visualization of mathematical concepts.
woo-chia-wei/chaos-game
Simulation of Chaos Game
woo-chia-wei/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
woo-chia-wei/eggs-dropping-simulation
Simulation of eggs dropping problem
woo-chia-wei/gibbs_sampling
Examples of discrete/continous gibbs_sampling
woo-chia-wei/grid-coloring
Generate random connected squares that adjacent squares have different colors.
woo-chia-wei/huffman_coding
Basic implementation of Huffman encoding and decoding
woo-chia-wei/inverse-sampling
Understanding Inverse Sampling
woo-chia-wei/java-lambda-stream-note
Notetaking of Java 8 features
woo-chia-wei/java-spark-setup
Simple tutorial on setting up java spark environment locally
woo-chia-wei/markov_chain_text_generator
Apply Markov Chain to generate random texts
woo-chia-wei/monte-carlo-integral-estimation
Application of Monte Carlo Integral to estimate PI and e
woo-chia-wei/Monte_Carlo_Simulation_Loan_Status
woo-chia-wei/n-queens-problem
Solve n x n Queen's problem by backtracking (DFS)
woo-chia-wei/pareto-efficiency-frontiers
Calculate Pareto efficiency frontiers in N dimensions
woo-chia-wei/problem-solving-hackerank
Problem Solving in Hackerank
woo-chia-wei/py-autoencoder-mnist
Autoencoder with small MNIST dataset, also tested the reconstruction effect with handwritten digits
woo-chia-wei/py-bokeh
Python Bokeh Notetaking
woo-chia-wei/py-compare-clustering
Visualize and compare different clustering methods
woo-chia-wei/py-dask
Notetaking while learning Dask for handling big data processing in Python
woo-chia-wei/py-helper-functions
Python Helper Functions for Data Science Tasks
woo-chia-wei/py-streamlit
NoteTaking for streamlit visualization tool
woo-chia-wei/pyspark-notes
Simple Notetaking while learning pyspark
woo-chia-wei/python-hackerrank
HackerRank Problem Solving using Python
woo-chia-wei/sliding-puzzle-algorithm
Apply A* search with 2 heuristics cost functions to solve sliding puzzle. Including puzzle generation code as well.
woo-chia-wei/vba-automation
Some useful VBA macro to automate boring / repetitive tasks
woo-chia-wei/waiting_time_paradox
Simulation of waiting time paradox