Mathematics and probability · MLD-1220
Tensor
A multidimensional array in common ML usage.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Represent a batch of RGB images with four axes.
Original caveat
The physics definition has additional transformation requirements.
Context and aliases
Level: Foundational. Stages: Theory · Training · Evaluation.
Tags: ML · DL · SLM · LLM.
Aliases: None recorded.
Related concepts
Concepts linking here
Technology connections
- C# — Typed .NET language for application and service development.
- C++ — Compiled systems language used in inference engines and numerical libraries.
- Go — Compiled language with lightweight concurrency and simple deployment.
- Java — Managed JVM language with mature backend tooling.
- Julia — JIT-compiled language built around numerical and scientific computing.
- Python — General-purpose language used to assemble model and data workflows.
- R — Statistical programming language with a package ecosystem for analysis.
- Rust — Compiled language with ownership-based memory safety.
- Scala — JVM language combining functional and object-oriented programming.
- SQL — Declarative language for querying relational data.
- Swift — Compiled language for Apple-platform applications.
- TypeScript — JavaScript with static types for application development.
Original references
- Deep Learning: online textbook ↗ · Consulted
- Mathematics for Machine Learning ↗ · Reference link
- Original reference URL ↗