Notebook of personal references pertaining to python, recommender systems, machine learning etc.
LADR notes from Sheldon Axler's LADR book.
Handwritten notes from taking David Rosenberg's Foundations of ML course.
Older d3.js visualizations:
-
Visualising the Binomial Coefficient - How many ways can we pick 3 balls out of 5 balls? This visualisation provides some intuition on the formula for calculating this figure, also known as the binomial coefficient.
-
SSOC Tree Diagram - Exploring d3 treemaps. The Singapore Standard Occupation Classification makes a good use case for tree diagrams due to its hierarchical nature. This way of representing the data makes it a lot easier to navigate.
-
HDB Dwelling Units - Exploring transitions in d3. Data taken from data.gov.sg.
-
Grid Visualization - For creating examples for IMO 2025 Q6.