About
A lightweight static web application deployed on Azure Static Web Apps. Plain HTML, CSS, and JavaScript — no build step required.
General Math
Math Deep-Dives
Rigorous walkthroughs of foundational mathematical topics.
- Singular Value Decomposition — factoring any matrix into structure and meaning
ML Math
Deep-Dives
In-depth explanations of machine learning formulas.
- Binary Cross-Entropy Loss — math behind classification loss functions
- Softmax Function — turning raw scores into probabilities
Model Training
Training Processes
Step-by-step training outlines for specific deep learning architectures.
View Training Processes
Quick Reference
English
Vocabulary Learning
Curated English vocabulary with examples, idioms, and usage notes.
Explore Vocabulary
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