Class Interpolation

constructor

• new Interpolation(options): Interpolation

• Parameters

  • options: InterpolationOptions

  Returns Interpolation

options

variogram

_predict

• _predict(x, y, z, variogram): number

• Parameters

  • x: number

  • y: number

  • z: number

  • variogram: {
        A: any;
        M: number[];
        model: ((arg0, arg1, arg2, arg3, arg4) => void);
        n: number;
        nugget: any;
        range: any;
        sill: any;
        x: number[];
        y: number[];
        z: number[];
    }

    • A: any

    • M: number[]

    • model: ((arg0, arg1, arg2, arg3, arg4) => void)

      • • (arg0, arg1, arg2, arg3, arg4): void

        • Parameters

          • arg0: number

          • arg1: any

          • arg2: any

          • arg3: any

          • arg4: any

          Returns void

    • n: number

    • nugget: any

    • range: any

    • sill: any

    • x: number[]

    • y: number[]

    • z: number[]

  Returns number

_variance

• _variance(x, y, z, variogram): any

• Parameters

  • x: number

  • y: number

  • z: number

  • variogram: {
        A: any;
        K: number[];
        model: {
            (arg0, arg1, arg2, arg3, arg4): void;
            (arg0, arg1, arg2, arg3, arg4): number;
        };
        n: number;
        nugget: any;
        range: any;
        sill: any;
        x: number[];
        y: number[];
        z: number[];
    }

    • A: any

    • K: number[]

    • model: {
          (arg0, arg1, arg2, arg3, arg4): void;
          (arg0, arg1, arg2, arg3, arg4): number;
      }

      • • (arg0, arg1, arg2, arg3, arg4): void

        • Parameters

          • arg0: number

          • arg1: any

          • arg2: any

          • arg3: any

          • arg4: any

          Returns void

        • (arg0, arg1, arg2, arg3, arg4): number

        • Parameters

          • arg0: number

          • arg1: any

          • arg2: any

          • arg3: any

          • arg4: any

          Returns number

    • n: number

    • nugget: any

    • range: any

    • sill: any

    • x: number[]

    • y: number[]

    • z: number[]

  Returns any

invDist

• invDist(x, y, z): number

• Parameters

  • x: number

  • y: number

  • z: number

  Returns number

matrixAdd

• matrixAdd(X, Y, n, m): number[]

• Parameters

  • X: number[]

  • Y: number[]

  • n: number

  • m: number

  Returns number[]

matrixChol

• matrixChol(X, n): boolean

• Parameters

  • X: number[]

  • n: number

  Returns boolean

matrixChol2inv

• matrixChol2inv(X, n): void

• Parameters

  • X: number[]

  • n: number

  Returns void

matrixDiag

• matrixDiag(c, n): number[]

• Parameters

  • c: number

  • n: number

  Returns number[]

matrixMultiply

• matrixMultiply(X, Y, n, m, p): number[]

• Parameters

  • X: number[]

  • Y: number[]

  • n: number

  • m: number

  • p: number

  Returns number[]

matrixSolve

• matrixSolve(X, n): boolean

• Parameters

  • X: number[]

  • n: number

  Returns boolean

matrixTranspose

• matrixTranspose(X, n, m): any[]

• Parameters

  • X: any[]

  • n: number

  • m: number

  Returns any[]

max

• max(source): number

• search array max value

  Parameters

  • source: number[]

  Returns number

mean

• mean(source): number

• get mean value from array number

  Parameters

  • source: number[]

  Returns number

min

• min(source): number

• search array min value

  Parameters

  • source: number[]

  Returns number

predict

• predict(x, y, z): number

• 预测值

  Parameters

  • x: number

  • y: number

  • z: number

  Returns number

predicts

• predicts(data): number[]

• 预测多个值

  Parameters

  • data: {
        x: number;
        y: number;
        z: number;
    }[]

  Returns number[]

rep

• rep(source, n): number[]

• fill array with number

  Parameters

  • source: number

  • n: number

  Returns number[]

train

• train(t, x, y, z, model?, sigma2?, alpha?): {
      A: number;
      K: any[];
      M: any[];
      model: ((h, nugget, range, sill, A) => number);
      n: number;
      nugget: number;
      range: number;
      sill: number;
      t: number[];
      x: number[];
      y: number[];
      z: number[];
  }

• Parameters

  • t: number[]

  • x: number[]

  • y: number[]

  • z: number[]

  • Optional model: "circle" | "linear" | "gaussian" | "exponential" | "spherical"

  • Optional sigma2: any

  • Optional alpha: number

  Returns {
      A: number;
      K: any[];
      M: any[];
      model: ((h, nugget, range, sill, A) => number);
      n: number;
      nugget: number;
      range: number;
      sill: number;
      t: number[];
      x: number[];
      y: number[];
      z: number[];
  }

  • A: number

  • K: any[]

  • M: any[]

  • model: ((h, nugget, range, sill, A) => number)

    • • (h, nugget, range, sill, A): number

      • Parameters

        • h: number

        • nugget: number

        • range: number

        • sill: number

        • A: number

        Returns number

  • n: number

  • nugget: number

  • range: number

  • sill: number

  • t: number[]

  • x: number[]

  • y: number[]

  • z: number[]

variance

• variance(x, y, z): number

• Parameters

  • x: number

  • y: number

  • z: number

  Returns number

variogramCircle

• variogramCircle(h, nugget, range, sill): number

• Parameters

  • h: number

  • nugget: number

  • range: number

  • sill: number

  Returns number

variogramExponential

• variogramExponential(h, nugget, range, sill, A): number

• Parameters

  • h: number

  • nugget: number

  • range: number

  • sill: number

  • A: number

  Returns number

variogramGaussian

• variogramGaussian(h, nugget, range, sill, A): number

• Parameters

  • h: number

  • nugget: number

  • range: number

  • sill: number

  • A: number

  Returns number

variogramLinear

• variogramLinear(h, nugget, range, sill): number

• Parameters

  • h: number

  • nugget: number

  • range: number

  • sill: number

  Returns number

variogramSpherical

• variogramSpherical(h, nugget, range, sill): number

• Parameters

  • h: number

  • nugget: number

  • range: number

  • sill: number

  Returns number