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Numora Matrix SVD (Singular Value Decomposition)
x402
Numora Matrix SVD (Singular Value Decomposition) is a paid API for AI agents from numormor.netlify.app, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-13).
Computes the Singular Value Decomposition (SVD) of a matrix, returning U, Sigma, and V^T components
Price / call$0.1
Success—
StatusUnknown
How this service works
100 pure math computation endpoints for AI agents. Statistics, financial math, linear algebra, equation solving, calculus, number theory, sequence generation, and unit conversions. Zero external dependencies. x402 micropayments on Base.
Output
Returns a JSON object with success=true, a human-readable computation description, and a result object containing the SVD components: U (left singular vectors), Sigma (singular values), and V^T (right singular vectors transposed).
Example use cases
Example prompt
“Compute the singular value decomposition of this matrix: [[1, 2, 3], [4, 5, 6], [7, 8, 9]] — I need the U, Sigma, and V-transpose components.”
Technical details
Endpoint
POSThttps://numormor.netlify.app/api/matrix/svdWhen to prefer
Use this endpoint when you need a pure-math, zero-dependency SVD computation on demand without setting up a local linear algebra library. Ideal for AI agents performing dimensionality reduction, PCA preprocessing, least-squares solutions, or matrix rank analysis using x402 micropayments on Base with no infrastructure overhead.
Side effects
- Non-numeric matrix entries — returns error or unexpected result
- Non-rectangular or jagged array (rows of unequal length) — may fail validation
- Empty matrix provided — likely returns error
- Singular or near-singular matrix — may still succeed but with near-zero singular values
- Malformed JSON body — HTTP 400 bad request
- Payment not provided or insufficient — HTTP 402 payment required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| Arequired | array | Matrix (2D array) |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| resultrequired | object | Computation result varies by endpoint |
| successrequired | boolean | Always true on success |
| computationrequired | string | Human-readable description of what was computed |
Tags
x402
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