Shutting Down Python's ThreadPoolExecutor
To cancel pending futures during shutdown of ThreadPoolExecutor for Python 3.7, 3.8 and 3.9
Technical notes and engineering writeups
Code-heavy posts, data explorations, visualization experiments, and machine learning notes.
Populating MySQL Docker Image
A tutorial on starting up a MySQL Docker image on your local machine populated with some dummy data for local testing
Tensorflow 2.0 / Keras - LSTM vs GRU Hidden States
Exploring cell state and hidden state for LSTM and GRU while doing Tensorflow's Neural Machine Translation with Attention tutorial.
Editing Newest JSON File In A Directory
This post shows how to edit the newest (by create date) JSON file from a Windows directory
Reinforcement Learning: Deep Q-Network (DQN) with Open AI Taxi
Python code in a Jupyter notebook to implement Deep Q-Network (DQN) using the Open AI Taxi environment and Keras-RL
Reinforcement Learning: Q-Learning with Open AI Taxi
Python code in a Jupyter notebook to implement Q-learning using the Open AI Taxi environment
Visualization of Total Accidents in Malaysia
This choropleth map about road accidents in Malaysia was coded using D3.js as part of fulfilling the Data Visualization course in Multimedia University.
Visualization of Crimes in the USA
These visualizations for the FBI Crime dataset were coded using D3.js as part of fulfilling the Data Visualization course in Multimedia Unviersity. Contributors to this project are Tiew Kee Hui (me) and Lee Bing Yuan.
Association Rule Mining on the Extended Bakery dataset
Association rule mining exercise conducted on the Extended Bakery dataset. This post includes the motivation of this exercise and the R code to determine which products to sell together based on association rule mining.
Exploratory Data Analysis on the Student Alcohol Consumption dataset (Code)
Continuation of the exploratory data analysis exercise on the Student Alcohol Consumption dataset. This post includes the R code to answer the questions and relationships posed previously in the Introduction post.
Exploratory Data Analysis on the Student Alcohol Consumption dataset (Introduction)
Basic exploratory data analysis on the Student Alcohol Consumption dataset obtained from UCI Machine Learning. This post contains the justification on exploring certain variables and interesting relationships in the dataset.
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