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oss openblas dense minimum norm solve

Solves a bounded dense multi-output least-squares problem and returns the minimum-norm solution together with the diagnostics that say whether it can be trusted: numerical rank, the full singular value spectrum, the rank threshold actually applied, the residual, and the effective condition number. A rank-deficient system still gets an answer here, but it gets one that announces its own deficiency instead of a plausible vector with no warning attached.

POST https://stat.halowerk.com/v1/oss-openblas-dense-minimum-norm-solve

Eingaben

Felder des veröffentlichten Eingabeschemas
FeldTypPflichtBeschreibung
aarrayJa
barrayJa
error_covarianceSiehe SchemaJa
rcondnumberJa
Vollständiges Eingabeschema anzeigen
{
  "type": "object",
  "properties": {
    "a": {
      "type": "array",
      "items": {
        "type": "array",
        "items": {
          "type": "number",
          "minimum": -1000000,
          "maximum": 1000000
        },
        "minItems": 1,
        "maxItems": 128
      },
      "minItems": 1,
      "maxItems": 128
    },
    "b": {
      "type": "array",
      "items": {
        "type": "array",
        "items": {
          "type": "number",
          "minimum": -1000000,
          "maximum": 1000000
        },
        "minItems": 1,
        "maxItems": 32
      },
      "minItems": 1,
      "maxItems": 128
    },
    "error_covariance": {
      "anyOf": [
        {
          "type": "null"
        },
        {
          "type": "array",
          "items": {
            "type": "array",
            "items": {
              "type": "number",
              "minimum": -1000000,
              "maximum": 1000000
            },
            "minItems": 1,
            "maxItems": 128
          },
          "minItems": 1,
          "maxItems": 128
        }
      ]
    },
    "rcond": {
      "type": "number",
      "minimum": 1e-12,
      "maximum": 0.01
    }
  },
  "required": [
    "a",
    "b",
    "error_covariance",
    "rcond"
  ],
  "additionalProperties": false
}

Originalschema öffnen

Veröffentlichtes Eingabebeispiel

{
  "a": [
    [
      1,
      0
    ],
    [
      1,
      1
    ],
    [
      1,
      2
    ]
  ],
  "b": [
    [
      1
    ],
    [
      2
    ],
    [
      2
    ]
  ],
  "error_covariance": null,
  "rcond": 1e-12
}

Ergebnis & Dokumentation

Veröffentlichtes Ergebnisschema anzeigen
{
  "$ref": "https://stat.halowerk.com/v1/oss-openblas-dense-minimum-norm-solve/schema#/outputSchema"
}

Veröffentlichtes Ergebnisbeispiel öffnen

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Quelle dieser Seite: der veröffentlichte HALOWERK-Katalog. Stand: 2026-11-01, 15:19 UTC.

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