Additional mathematical and learning concepts · MLD-0180
Codebook
A finite collection of representative vectors or symbols used to encode inputs.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Map latent vectors to their nearest learned discrete entry.
Original caveat
Codebook size and usage affect compression and representation quality.
Context and aliases
Level: Intermediate. Stages: Theory · Training · Evaluation.
Tags: ML · DL.
Aliases: None recorded.
Related concepts
Concepts linking here
Original references
- Deep Learning: online textbook ↗ · Consulted
- Mathematics for Machine Learning ↗ · Reference link
- scikit-learn User Guide ↗ · Consulted
- Original reference URL ↗