{"uid":"cap_L-Sc8FF7oNsifyHdCKlQ7","slug":"numora-matrix-svd-decomposition-17049cf4","name":"Numora Matrix SVD Decomposition","description":"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.","url":"https://numorapoi.orbonomy.xyz/api/matrix/svd","method":"POST","headers":{},"bodySchema":{"type":"object","required":["A"],"properties":{"A":{"type":"array","description":"Matrix (2D array)"}}},"responseSchema":{"type":"object","required":["success","result","computation"],"properties":{"result":{"type":"object","description":"Computation result varies by endpoint"},"success":{"type":"boolean","description":"Always true on success"},"computation":{"type":"string","description":"Human-readable description of what was computed"}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.04/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.04","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.04","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_5cfAduC9pc91QczRZxfs1","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.04","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Computes the Singular Value Decomposition (SVD) of a given matrix, returning U, Sigma, and V components","exampleAgentPrompt":"Can you compute the singular value decomposition of this matrix: [[1, 2, 3], [4, 5, 6], [7, 8, 9]]? I need the U, Sigma, and V components.","exampleUseCases":null,"resultDescription":"Returns a JSON object with success=true, a result object containing the U matrix, singular values (Sigma diagonal), and V matrix from the decomposition, plus a human-readable computation description string explaining what was computed.","failureModes":["Non-2D array input returns validation error","Empty matrix returns error","Non-numeric matrix entries cause computation failure","Malformed JSON body returns 400","Payment not included or insufficient returns 402","Matrix with incompatible dimensions may return error"],"whenToPreferThis":"Use this endpoint when you need pure mathematical SVD computation with no external dependencies, especially when operating in an AI agent context with x402 micropayment support on Base. Prefer this over general-purpose math libraries when you need a lightweight, pay-per-call cloud API for linear algebra without setting up infrastructure.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T12:57:10.651Z","isFirstParty":false}