kmath-commons/src/main/kotlin/scientifik/kmath/commons/expressions/DiffExpression.kt

@@ -59,8 +59,10 @@ class DerivativeStructureField(
     override fun divide(a: DerivativeStructure, b: DerivativeStructure): DerivativeStructure = a.divide(b)
 
     override fun sin(arg: DerivativeStructure): DerivativeStructure = arg.sin()
-
     override fun cos(arg: DerivativeStructure): DerivativeStructure = arg.cos()
+    override fun asin(arg: DerivativeStructure): DerivativeStructure = arg.asin()
+    override fun acos(arg: DerivativeStructure): DerivativeStructure = arg.acos()
+    override fun atan(arg: DerivativeStructure): DerivativeStructure = arg.atan()
 
     override fun power(arg: DerivativeStructure, pow: Number): DerivativeStructure = when (pow) {
         is Double -> arg.pow(pow)
@@ -136,6 +138,3 @@ object DiffExpressionContext : ExpressionContext<Double, DiffExpression>, Field<
     override fun divide(a: DiffExpression, b: DiffExpression) =
         DiffExpression { a.function(this) / b.function(this) }
 }
-
-
-

kmath-core/src/commonMain/kotlin/scientifik/kmath/operations/Complex.kt

@@ -8,6 +8,8 @@ import scientifik.memory.MemorySpec
 import scientifik.memory.MemoryWriter
 import kotlin.math.*
 
+private val PI_DIV_2 = Complex(PI / 2, 0)
+
 /**
  * A field for complex numbers
  */
@@ -30,9 +32,11 @@ object ComplexField : ExtendedFieldOperations<Complex>, Field<Complex> {
         return Complex((a.re * b.re + a.im * b.im) / norm, (a.re * b.im - a.im * b.re) / norm)
     }
 
-    override fun sin(arg: Complex): Complex = i / 2 * (exp(-i * arg) - exp(i * arg))
+    override fun sin(arg: Complex): Complex = i * (exp(-i * arg) - exp(i * arg)) / 2
-
     override fun cos(arg: Complex): Complex = (exp(-i * arg) + exp(i * arg)) / 2
+    override fun asin(arg: Complex): Complex = -i * ln(sqrt(one - arg pow 2) + i * arg)
+    override fun acos(arg: Complex): Complex = PI_DIV_2 + i * ln(sqrt(one - arg pow 2) + i * arg)
+    override fun atan(arg: Complex): Complex = i * (ln(one - i * arg) - ln(one + i * arg)) / 2
 
     override fun power(arg: Complex, pow: Number): Complex =
         arg.r.pow(pow.toDouble()) * (cos(pow.toDouble() * arg.theta) + i * sin(pow.toDouble() * arg.theta))

kmath-core/src/commonMain/kotlin/scientifik/kmath/operations/NumberAlgebra.kt

@@ -8,7 +8,7 @@ import kotlin.math.pow as kpow
  */
 interface ExtendedFieldOperations<T> :
     FieldOperations<T>,
-    TrigonometricOperations<T>,
+    InverseTrigonometricOperations<T>,
     PowerOperations<T>,
     ExponentialOperations<T>
 
@@ -44,6 +44,10 @@ object RealField : ExtendedField<Double>, Norm<Double, Double> {
 
     override inline fun sin(arg: Double) = kotlin.math.sin(arg)
     override inline fun cos(arg: Double) = kotlin.math.cos(arg)
+    override inline fun tan(arg: Double): Double = kotlin.math.tan(arg)
+    override inline fun acos(arg: Double): Double = kotlin.math.acos(arg)
+    override inline fun asin(arg: Double): Double = kotlin.math.asin(arg)
+    override inline fun atan(arg: Double): Double = kotlin.math.atan(arg)
 
     override inline fun power(arg: Double, pow: Number) = arg.kpow(pow.toDouble())
 
@@ -75,6 +79,10 @@ object FloatField : ExtendedField<Float>, Norm<Float, Float> {
 
     override inline fun sin(arg: Float) = kotlin.math.sin(arg)
     override inline fun cos(arg: Float) = kotlin.math.cos(arg)
+    override inline fun tan(arg: Float) = kotlin.math.tan(arg)
+    override inline fun acos(arg: Float) = kotlin.math.acos(arg)
+    override inline fun asin(arg: Float) = kotlin.math.asin(arg)
+    override inline fun atan(arg: Float) = kotlin.math.atan(arg)
 
     override inline fun power(arg: Float, pow: Number) = arg.pow(pow.toFloat())
 

kmath-core/src/commonMain/kotlin/scientifik/kmath/operations/OptionalOperations.kt

@@ -13,16 +13,33 @@ package scientifik.kmath.operations
 interface TrigonometricOperations<T> : FieldOperations<T> {
     fun sin(arg: T): T
     fun cos(arg: T): T
+    fun tan(arg: T): T = sin(arg) / cos(arg)
 
-    fun tg(arg: T): T = sin(arg) / cos(arg)
+    companion object {
+        const val SIN_OPERATION = "sin"
+        const val COS_OPERATION = "cos"
+        const val TAN_OPERATION = "tan"
+    }
+}
 
-    fun ctg(arg: T): T = cos(arg) / sin(arg)
+interface InverseTrigonometricOperations<T> : TrigonometricOperations<T> {
+    fun asin(arg: T): T
+    fun acos(arg: T): T
+    fun atan(arg: T): T
+
+    companion object {
+        const val ASIN_OPERATION = "asin"
+        const val ACOS_OPERATION = "acos"
+        const val ATAN_OPERATION = "atan"
+    }
 }
 
 fun <T : MathElement<out TrigonometricOperations<T>>> sin(arg: T): T = arg.context.sin(arg)
 fun <T : MathElement<out TrigonometricOperations<T>>> cos(arg: T): T = arg.context.cos(arg)
-fun <T : MathElement<out TrigonometricOperations<T>>> tg(arg: T): T = arg.context.tg(arg)
+fun <T : MathElement<out TrigonometricOperations<T>>> tan(arg: T): T = arg.context.tan(arg)
-fun <T : MathElement<out TrigonometricOperations<T>>> ctg(arg: T): T = arg.context.ctg(arg)
+fun <T : MathElement<out InverseTrigonometricOperations<T>>> asin(arg: T): T = arg.context.asin(arg)
+fun <T : MathElement<out InverseTrigonometricOperations<T>>> acos(arg: T): T = arg.context.acos(arg)
+fun <T : MathElement<out InverseTrigonometricOperations<T>>> atan(arg: T): T = arg.context.atan(arg)
 
 /* Power and roots */
 
@@ -32,8 +49,11 @@ fun <T : MathElement<out TrigonometricOperations<T>>> ctg(arg: T): T = arg.conte
 interface PowerOperations<T> : Algebra<T> {
     fun power(arg: T, pow: Number): T
     fun sqrt(arg: T) = power(arg, 0.5)
-
     infix fun T.pow(pow: Number) = power(this, pow)
+
+    companion object {
+        const val SQRT_OPERATION = "sqrt"
+    }
 }
 
 infix fun <T : MathElement<out PowerOperations<T>>> T.pow(power: Double): T = context.power(this, power)
@@ -42,7 +62,7 @@ fun <T : MathElement<out PowerOperations<T>>> sqr(arg: T): T = arg pow 2.0
 
 /* Exponential */
 
-interface ExponentialOperations<T>: Algebra<T> {
+interface ExponentialOperations<T> : Algebra<T> {
     fun exp(arg: T): T
     fun ln(arg: T): T
 }

kmath-core/src/commonMain/kotlin/scientifik/kmath/structures/ComplexNDField.kt

@@ -79,6 +79,13 @@ class ComplexNDField(override val shape: IntArray) :
 
     override fun cos(arg: NDBuffer<Complex>) = map(arg) { cos(it) }
 
+    override fun tan(arg: NDBuffer<Complex>): NDBuffer<Complex> = map(arg) { tan(it) }
+
+    override fun asin(arg: NDBuffer<Complex>): NDBuffer<Complex> = map(arg) { asin(it) }
+
+    override fun acos(arg: NDBuffer<Complex>): NDBuffer<Complex> = map(arg) {acos(it)}
+
+    override fun atan(arg: NDBuffer<Complex>): NDBuffer<Complex> = map(arg) {atan(it)}
 }
 
 

kmath-core/src/commonMain/kotlin/scientifik/kmath/structures/ExtendedNDField.kt

@@ -4,7 +4,7 @@ import scientifik.kmath.operations.*
 
 interface ExtendedNDField<T : Any, F, N : NDStructure<T>> :
     NDField<T, F, N>,
-    TrigonometricOperations<N>,
+    InverseTrigonometricOperations<N>,
     PowerOperations<N>,
     ExponentialOperations<N>
         where F : ExtendedFieldOperations<T>, F : Field<T>

kmath-core/src/commonMain/kotlin/scientifik/kmath/structures/RealBufferField.kt

@@ -9,8 +9,10 @@ import kotlin.math.*
  * A simple field over linear buffers of [Double]
  */
 object RealBufferFieldOperations : ExtendedFieldOperations<Buffer<Double>> {
+
     override fun add(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
         require(b.size == a.size) { "The size of the first buffer ${a.size} should be the same as for second one: ${b.size} " }
+
         return if (a is DoubleBuffer && b is DoubleBuffer) {
             val aArray = a.array
             val bArray = b.array
@@ -22,6 +24,7 @@ object RealBufferFieldOperations : ExtendedFieldOperations<Buffer<Double>> {
 
     override fun multiply(a: Buffer<Double>, k: Number): DoubleBuffer {
         val kValue = k.toDouble()
+
         return if (a is DoubleBuffer) {
             val aArray = a.array
             DoubleBuffer(DoubleArray(a.size) { aArray[it] * kValue })
@@ -32,6 +35,7 @@ object RealBufferFieldOperations : ExtendedFieldOperations<Buffer<Double>> {
 
     override fun multiply(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
         require(b.size == a.size) { "The size of the first buffer ${a.size} should be the same as for second one: ${b.size} " }
+
         return if (a is DoubleBuffer && b is DoubleBuffer) {
             val aArray = a.array
             val bArray = b.array
@@ -43,6 +47,7 @@ object RealBufferFieldOperations : ExtendedFieldOperations<Buffer<Double>> {
 
     override fun divide(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
         require(b.size == a.size) { "The size of the first buffer ${a.size} should be the same as for second one: ${b.size} " }
+
         return if (a is DoubleBuffer && b is DoubleBuffer) {
             val aArray = a.array
             val bArray = b.array
@@ -52,49 +57,67 @@ object RealBufferFieldOperations : ExtendedFieldOperations<Buffer<Double>> {
         }
     }
 
-    override fun sin(arg: Buffer<Double>): DoubleBuffer {
+    override fun sin(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
-        return if (arg is DoubleBuffer) {
+        val array = arg.array
-            val array = arg.array
+        DoubleBuffer(DoubleArray(arg.size) { sin(array[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { sin(array[it]) })
+    } else {
-        } else {
+        DoubleBuffer(DoubleArray(arg.size) { sin(arg[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { sin(arg[it]) })
-        }
     }
 
-    override fun cos(arg: Buffer<Double>): DoubleBuffer {
+    override fun cos(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
-        return if (arg is DoubleBuffer) {
+        val array = arg.array
-            val array = arg.array
+        DoubleBuffer(DoubleArray(arg.size) { cos(array[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { cos(array[it]) })
+    } else {
-        } else {
+        DoubleBuffer(DoubleArray(arg.size) { cos(arg[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { cos(arg[it]) })
-        }
     }
 
-    override fun power(arg: Buffer<Double>, pow: Number): DoubleBuffer {
+    override fun tan(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
-        return if (arg is DoubleBuffer) {
+        val array = arg.array
-            val array = arg.array
+        DoubleBuffer(DoubleArray(arg.size) { tan(array[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { array[it].pow(pow.toDouble()) })
+    } else {
-        } else {
+        DoubleBuffer(DoubleArray(arg.size) { tan(arg[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { arg[it].pow(pow.toDouble()) })
-        }
     }
 
-    override fun exp(arg: Buffer<Double>): DoubleBuffer {
+    override fun asin(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
-        return if (arg is DoubleBuffer) {
+        val array = arg.array
-            val array = arg.array
+        DoubleBuffer(DoubleArray(arg.size) { asin(array[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { exp(array[it]) })
+    } else {
-        } else {
+        DoubleBuffer(DoubleArray(arg.size) { asin(arg[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { exp(arg[it]) })
-        }
     }
 
-    override fun ln(arg: Buffer<Double>): DoubleBuffer {
+    override fun acos(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
-        return if (arg is DoubleBuffer) {
+        val array = arg.array
-            val array = arg.array
+        DoubleBuffer(DoubleArray(arg.size) { acos(array[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { ln(array[it]) })
+    } else {
-        } else {
+        DoubleBuffer(DoubleArray(arg.size) { acos(arg[it]) })
-            DoubleBuffer(DoubleArray(arg.size) { ln(arg[it]) })
+    }
-        }
+
+    override fun atan(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
+        val array = arg.array
+        DoubleBuffer(DoubleArray(arg.size) { atan(array[it]) })
+    } else {
+        DoubleBuffer(DoubleArray(arg.size) { atan(arg[it]) })
+    }
+
+    override fun power(arg: Buffer<Double>, pow: Number): DoubleBuffer = if (arg is DoubleBuffer) {
+        val array = arg.array
+        DoubleBuffer(DoubleArray(arg.size) { array[it].pow(pow.toDouble()) })
+    } else {
+        DoubleBuffer(DoubleArray(arg.size) { arg[it].pow(pow.toDouble()) })
+    }
+
+    override fun exp(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
+        val array = arg.array
+        DoubleBuffer(DoubleArray(arg.size) { exp(array[it]) })
+    } else {
+        DoubleBuffer(DoubleArray(arg.size) { exp(arg[it]) })
+    }
+
+    override fun ln(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) {
+        val array = arg.array
+        DoubleBuffer(DoubleArray(arg.size) { ln(array[it]) })
+    } else {
+        DoubleBuffer(DoubleArray(arg.size) { ln(arg[it]) })
     }
 }
 
@@ -119,7 +142,6 @@ class RealBufferField(val size: Int) : ExtendedField<Buffer<Double>> {
         return RealBufferFieldOperations.multiply(a, b)
     }
 
-
     override fun divide(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
         require(a.size == size) { "The buffer size ${a.size} does not match context size $size" }
         return RealBufferFieldOperations.divide(a, b)
@@ -135,6 +157,26 @@ class RealBufferField(val size: Int) : ExtendedField<Buffer<Double>> {
         return RealBufferFieldOperations.cos(arg)
     }
 
+    override fun tan(arg: Buffer<Double>): DoubleBuffer {
+        require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
+        return RealBufferFieldOperations.tan(arg)
+    }
+
+    override fun asin(arg: Buffer<Double>): DoubleBuffer {
+        require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
+        return RealBufferFieldOperations.asin(arg)
+    }
+
+    override fun acos(arg: Buffer<Double>): DoubleBuffer {
+        require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
+        return RealBufferFieldOperations.acos(arg)
+    }
+
+    override fun atan(arg: Buffer<Double>): DoubleBuffer {
+        require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
+        return RealBufferFieldOperations.atan(arg)
+    }
+
     override fun power(arg: Buffer<Double>, pow: Number): DoubleBuffer {
         require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
         return RealBufferFieldOperations.power(arg, pow)
@@ -149,5 +191,4 @@ class RealBufferField(val size: Int) : ExtendedField<Buffer<Double>> {
         require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
         return RealBufferFieldOperations.ln(arg)
     }
-
 }

kmath-core/src/commonMain/kotlin/scientifik/kmath/structures/RealNDField.kt

@@ -74,6 +74,13 @@ class RealNDField(override val shape: IntArray) :
 
     override fun cos(arg: NDBuffer<Double>) = map(arg) { cos(it) }
 
+    override fun tan(arg: NDBuffer<Double>): NDBuffer<Double> = map(arg) { tan(it) }
+
+    override fun asin(arg: NDBuffer<Double>): NDBuffer<Double> = map(arg) { asin(it) }
+
+    override fun acos(arg: NDBuffer<Double>): NDBuffer<Double> = map(arg) { acos(it) }
+
+    override fun atan(arg: NDBuffer<Double>): NDBuffer<Double> = map(arg) { atan(it) }
 }