Chia Wei's repositories
traffic-fuzzy-control
Traffic Control System using fuzzy logic
data-cleaning-human-mistakes
Data cleaning to minimize human errors using regex, edit distance, network analysis
foodpanda-analysis
Hobby project that studies FoodPanda SG dataset
python-mathematics
Fun mathematics problem solving or visualization of mathematical concepts.
chaos-game
Simulation of Chaos Game
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
gibbs_sampling
Examples of discrete/continous gibbs_sampling
grid-coloring
Generate random connected squares that adjacent squares have different colors.
huffman_coding
Basic implementation of Huffman encoding and decoding
inverse-sampling
Understanding Inverse Sampling
java-lambda-stream-note
Notetaking of Java 8 features
java-spark-setup
Simple tutorial on setting up java spark environment locally
markov_chain_text_generator
Apply Markov Chain to generate random texts
monte-carlo-integral-estimation
Application of Monte Carlo Integral to estimate PI and e
n-queens-problem
Solve n x n Queen's problem by backtracking (DFS)
pareto-efficiency-frontiers
Calculate Pareto efficiency frontiers in N dimensions
problem-solving-hackerank
Problem Solving in Hackerank
py-autoencoder-mnist
Autoencoder with small MNIST dataset, also tested the reconstruction effect with handwritten digits
py-bokeh
Python Bokeh Notetaking
py-compare-clustering
Visualize and compare different clustering methods
py-dask
Notetaking while learning Dask for handling big data processing in Python
py-helper-functions
Python Helper Functions for Data Science Tasks
py-streamlit
NoteTaking for streamlit visualization tool
pyspark-notes
Simple Notetaking while learning pyspark
python-hackerrank
HackerRank Problem Solving using Python
sliding-puzzle-algorithm
Apply A* search with 2 heuristics cost functions to solve sliding puzzle. Including puzzle generation code as well.
vba-automation
Some useful VBA macro to automate boring / repetitive tasks
waiting_time_paradox
Simulation of waiting time paradox