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made the mistake of not defining row length in the template....
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| package learning | |
| object LinearAlgebra { | |
| class Row(r: Double*) extends Seq[Double] { | |
| val row: List[Double] = r.toList | |
| val length = row.length | |
| def * (that: Row): Double = { | |
| require(that.length == length, "Sizes don't align") | |
| (this.row zip that.row).map(t => t._1 * t._2).reduce(_+_) | |
| } | |
| def + (that: Row): Row = { | |
| require(that.length == length, "Sizes don't align") | |
| Row((this.row zip that.row).map(t => t._1 + t._2):_*) | |
| } | |
| def * (that: Matrix): Row = { | |
| require(this.length == that.width, "Sizes don't align") | |
| Row((for (i <- (0 until that.width)) yield (this * that.col(i))):_*) | |
| } | |
| def basis(B: Int*): Row = { | |
| Row(B.map(_-1).map(this.row(_)):_*) | |
| } | |
| override def toString: String = "[" + row.mkString(" ") + "]" | |
| def <= (that: Row): Boolean = (this.row zip that.row).forall(t => t._1 <= (t._2)) | |
| def >= (that: Row): Boolean = (this.row zip that.row).forall(t => t._1 >= t._2) | |
| def < (that: Row): Boolean = (this.row zip that.row).forall(t => t._1 < t._2) | |
| def > (that: Row): Boolean = (this.row zip that.row).forall(t => t._1 > t._2) | |
| def - (that: Row): Row = Row(this.row.zip(that.row).map(t => t._1 - t._2):_*) | |
| def * (that: Double): Row = Row(this.row.map(_ * that):_*) | |
| def / (that: Double): Row = Row(this.row.map(_ / that):_*) | |
| def + (that: Double): Row = Row(this.row.map(_ + that):_*) | |
| def - (that: Double): Row = Row(this.row.map(_ - that):_*) | |
| def iterator = row.iterator | |
| def apply(idx: Int): Double = row(idx) | |
| } | |
| class Matrix(rs: Row*) extends Seq[Row] { | |
| require(rs.forall(x => x.length == width), "Rows are not the same size") | |
| val rows: List[Row] = rs.toList | |
| val width = rs(0).length | |
| val length = rows.length | |
| val dim: Tuple2[Int, Int] = (width, length) | |
| override def toString: String = (rows.map(_.toString)).mkString("\n") | |
| def * (row: Row): Row = { | |
| Row((for (r <- rows) yield (r * row)):_*) | |
| } | |
| def row(idx: Int): Row = { | |
| apply(idx) | |
| } | |
| def col(idx: Int): Row = { | |
| require(this.dim._1 >= idx) | |
| Row((for (r <- rows) yield r(idx)):_*) | |
| } | |
| def T : Matrix = Matrix((0 until width).map(col(_)):_*) | |
| def basis(B: Int*): Matrix = { | |
| require(B.length == this.dim._2 && B.forall(_ <= width)) | |
| Matrix((for (r <- rows) yield (r.basis(B:_*))):_*) | |
| } | |
| def + (that: Matrix): Matrix = { | |
| require(this.dim == that.dim, "Dimentions must be equal") | |
| Matrix( | |
| (for (i <- (0 until length)) | |
| yield (this(i) + that(i))):_*) | |
| } | |
| def * (that: Matrix): Matrix = { | |
| require(this.dim._2 == this.dim._1, "Inner Dimentions must be equal") | |
| // For every row, | |
| Matrix( | |
| (for (r <- rows) | |
| yield Row( | |
| (for (c <- 0 until width) yield (r * col(c))):_*)) | |
| :_*) | |
| } | |
| def apply(idx: Int): Row = rows(idx) | |
| def apply(i:Int, j:Int):Double = rows(i)(j) | |
| def iterator = rows.iterator | |
| } | |
| object Matrix { | |
| def apply(data: Row*): Matrix= new Matrix(data.toList:_*) | |
| } | |
| object Row { | |
| def apply(data: Double*): Row= new Row(data.toList:_*) | |
| } | |
| } | |
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