kscience/kmath
9
0
Fork 1
Code Issues Pull Requests 6 Packages Projects Releases 16 Wiki Activity

Dev #127

Merged
altavir merged 214 commits from dev into master 2020-08-11 08:33:21 +03:00
Conversation 0 Commits 214 Files Changed 149 +76 -92
3 changed files with 76 additions and 92 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files
Showing only changes of commit e91c5a57c4 - Show all commits

4
kmath-core/src/commonMain/kotlin/scientifik/kmath/operations/NumberAlgebra.kt
View File

@ -7,7 +7,6 @@ import kotlin.math.pow as kpow
* Advanced Number-like field that implements basic operations * Advanced Number-like field that implements basic operations
*/ */
interface ExtendedFieldOperations<T> : interface ExtendedFieldOperations<T> :
FieldOperations<T>,
InverseTrigonometricOperations<T>, InverseTrigonometricOperations<T>,
PowerOperations<T>, PowerOperations<T>,
ExponentialOperations<T> { ExponentialOperations<T> {
@ -24,9 +23,8 @@ interface ExtendedFieldOperations<T> :
PowerOperations.SQRT_OPERATION -> sqrt(arg) PowerOperations.SQRT_OPERATION -> sqrt(arg)
ExponentialOperations.EXP_OPERATION -> exp(arg) ExponentialOperations.EXP_OPERATION -> exp(arg)
ExponentialOperations.LN_OPERATION -> ln(arg) ExponentialOperations.LN_OPERATION -> ln(arg)
else -> super<InverseTrigonometricOperations>.unaryOperation(operation, arg) else -> super.unaryOperation(operation, arg)
} }
} }
interface ExtendedField<T> : ExtendedFieldOperations<T>, Field<T> { interface ExtendedField<T> : ExtendedFieldOperations<T>, Field<T> {

4
kmath-core/src/commonMain/kotlin/scientifik/kmath/operations/OptionalOperations.kt
View File

@ -64,7 +64,7 @@ fun <T : MathElement<out PowerOperations<T>>> sqr(arg: T): T = arg pow 2.0
/* Exponential */ /* Exponential */
interface ExponentialOperations<T>: Algebra<T> { interface ExponentialOperations<T> : Algebra<T> {
fun exp(arg: T): T fun exp(arg: T): T
fun ln(arg: T): T fun ln(arg: T): T
@ -81,4 +81,4 @@ interface Norm<in T : Any, out R> {
fun norm(arg: T): R fun norm(arg: T): R
} }
fun <T : MathElement<out Norm<T, R>>, R> norm(arg: T): R = arg.context.norm(arg) fun <T : MathElement<out Norm<T, R>>, R> norm(arg: T): R = arg.context.norm(arg)

160
kmath-core/src/commonMain/kotlin/scientifik/kmath/structures/RealBufferField.kt
View File

@ -9,185 +9,171 @@ import kotlin.math.*
* A simple field over linear buffers of [Double] * A simple field over linear buffers of [Double]
*/ */
object RealBufferFieldOperations : ExtendedFieldOperations<Buffer<Double>> { object RealBufferFieldOperations : ExtendedFieldOperations<Buffer<Double>> {
override fun add(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
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} " } 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) { return if (a is RealBuffer && b is RealBuffer) {
val aArray = a.array val aArray = a.array
val bArray = b.array val bArray = b.array
DoubleBuffer(DoubleArray(a.size) { aArray[it] + bArray[it] }) RealBuffer(DoubleArray(a.size) { aArray[it] + bArray[it] })
} else { } else
DoubleBuffer(DoubleArray(a.size) { a[it] + b[it] }) RealBuffer(DoubleArray(a.size) { a[it] + b[it] })
}
} }
override fun multiply(a: Buffer<Double>, k: Number): DoubleBuffer { override fun multiply(a: Buffer<Double>, k: Number): RealBuffer {
val kValue = k.toDouble() val kValue = k.toDouble()
return if (a is DoubleBuffer) { return if (a is RealBuffer) {
val aArray = a.array val aArray = a.array
DoubleBuffer(DoubleArray(a.size) { aArray[it] * kValue }) RealBuffer(DoubleArray(a.size) { aArray[it] * kValue })
} else { } else
DoubleBuffer(DoubleArray(a.size) { a[it] * kValue }) RealBuffer(DoubleArray(a.size) { a[it] * kValue })
}
} }
override fun multiply(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer { override fun multiply(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
require(b.size == a.size) { "The size of the first buffer ${a.size} should be the same as for second one: ${b.size} " } 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) { return if (a is RealBuffer && b is RealBuffer) {
val aArray = a.array val aArray = a.array
val bArray = b.array val bArray = b.array
DoubleBuffer(DoubleArray(a.size) { aArray[it] * bArray[it] }) RealBuffer(DoubleArray(a.size) { aArray[it] * bArray[it] })
} else { } else
DoubleBuffer(DoubleArray(a.size) { a[it] * b[it] }) RealBuffer(DoubleArray(a.size) { a[it] * b[it] })
}
} }
override fun divide(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer { override fun divide(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
require(b.size == a.size) { "The size of the first buffer ${a.size} should be the same as for second one: ${b.size} " } 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) { return if (a is RealBuffer && b is RealBuffer) {
val aArray = a.array val aArray = a.array
val bArray = b.array val bArray = b.array
DoubleBuffer(DoubleArray(a.size) { aArray[it] / bArray[it] }) RealBuffer(DoubleArray(a.size) { aArray[it] / bArray[it] })
} else { } else
DoubleBuffer(DoubleArray(a.size) { a[it] / b[it] }) RealBuffer(DoubleArray(a.size) { a[it] / b[it] })
}
} }
override fun sin(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) { override fun sin(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
val array = arg.array val array = arg.array
DoubleBuffer(DoubleArray(arg.size) { sin(array[it]) }) RealBuffer(DoubleArray(arg.size) { sin(array[it]) })
} else { } else {
DoubleBuffer(DoubleArray(arg.size) { sin(arg[it]) }) RealBuffer(DoubleArray(arg.size) { sin(arg[it]) })
} }
override fun cos(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) { override fun cos(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
val array = arg.array val array = arg.array
DoubleBuffer(DoubleArray(arg.size) { cos(array[it]) }) RealBuffer(DoubleArray(arg.size) { cos(array[it]) })
} else
RealBuffer(DoubleArray(arg.size) { cos(arg[it]) })
override fun tan(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
val array = arg.array
RealBuffer(DoubleArray(arg.size) { tan(array[it]) })
} else
RealBuffer(DoubleArray(arg.size) { tan(arg[it]) })
override fun asin(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
val array = arg.array
RealBuffer(DoubleArray(arg.size) { asin(array[it]) })
} else { } else {
DoubleBuffer(DoubleArray(arg.size) { cos(arg[it]) }) RealBuffer(DoubleArray(arg.size) { asin(arg[it]) })
} }
override fun tan(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) { override fun acos(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
val array = arg.array val array = arg.array
DoubleBuffer(DoubleArray(arg.size) { tan(array[it]) }) RealBuffer(DoubleArray(arg.size) { acos(array[it]) })
} else { } else
DoubleBuffer(DoubleArray(arg.size) { tan(arg[it]) }) RealBuffer(DoubleArray(arg.size) { acos(arg[it]) })
}
override fun asin(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) { override fun atan(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
val array = arg.array val array = arg.array
DoubleBuffer(DoubleArray(arg.size) { asin(array[it]) }) RealBuffer(DoubleArray(arg.size) { atan(array[it]) })
} else { } else
DoubleBuffer(DoubleArray(arg.size) { asin(arg[it]) }) RealBuffer(DoubleArray(arg.size) { atan(arg[it]) })
}
override fun acos(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) { override fun power(arg: Buffer<Double>, pow: Number): RealBuffer = if (arg is RealBuffer) {
val array = arg.array val array = arg.array
DoubleBuffer(DoubleArray(arg.size) { acos(array[it]) }) RealBuffer(DoubleArray(arg.size) { array[it].pow(pow.toDouble()) })
} else { } else
DoubleBuffer(DoubleArray(arg.size) { acos(arg[it]) }) RealBuffer(DoubleArray(arg.size) { arg[it].pow(pow.toDouble()) })
}
override fun atan(arg: Buffer<Double>): DoubleBuffer = if (arg is DoubleBuffer) { override fun exp(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
val array = arg.array val array = arg.array
DoubleBuffer(DoubleArray(arg.size) { atan(array[it]) }) RealBuffer(DoubleArray(arg.size) { exp(array[it]) })
} else { } else
DoubleBuffer(DoubleArray(arg.size) { atan(arg[it]) }) RealBuffer(DoubleArray(arg.size) { exp(arg[it]) })
}
override fun power(arg: Buffer<Double>, pow: Number): DoubleBuffer = if (arg is DoubleBuffer) { override fun ln(arg: Buffer<Double>): RealBuffer = if (arg is RealBuffer) {
val array = arg.array val array = arg.array
DoubleBuffer(DoubleArray(arg.size) { array[it].pow(pow.toDouble()) }) RealBuffer(DoubleArray(arg.size) { ln(array[it]) })
} else { } else
DoubleBuffer(DoubleArray(arg.size) { arg[it].pow(pow.toDouble()) }) RealBuffer(DoubleArray(arg.size) { ln(arg[it]) })
}
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]) })
}
} }
class RealBufferField(val size: Int) : ExtendedField<Buffer<Double>> { class RealBufferField(val size: Int) : ExtendedField<Buffer<Double>> {
override val zero: Buffer<Double> by lazy { RealBuffer(size) { 0.0 } }
override val one: Buffer<Double> by lazy { RealBuffer(size) { 1.0 } }
override val zero: Buffer<Double> by lazy { DoubleBuffer(size) { 0.0 } } override fun add(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
override val one: Buffer<Double> by lazy { DoubleBuffer(size) { 1.0 } }
override fun add(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer {
require(a.size == size) { "The buffer size ${a.size} does not match context size $size" } require(a.size == size) { "The buffer size ${a.size} does not match context size $size" }
return RealBufferFieldOperations.add(a, b) return RealBufferFieldOperations.add(a, b)
} }
override fun multiply(a: Buffer<Double>, k: Number): DoubleBuffer { override fun multiply(a: Buffer<Double>, k: Number): RealBuffer {
require(a.size == size) { "The buffer size ${a.size} does not match context size $size" } require(a.size == size) { "The buffer size ${a.size} does not match context size $size" }
return RealBufferFieldOperations.multiply(a, k) return RealBufferFieldOperations.multiply(a, k)
} }
override fun multiply(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer { override fun multiply(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
require(a.size == size) { "The buffer size ${a.size} does not match context size $size" } require(a.size == size) { "The buffer size ${a.size} does not match context size $size" }
return RealBufferFieldOperations.multiply(a, b) return RealBufferFieldOperations.multiply(a, b)
} }
override fun divide(a: Buffer<Double>, b: Buffer<Double>): DoubleBuffer { override fun divide(a: Buffer<Double>, b: Buffer<Double>): RealBuffer {
require(a.size == size) { "The buffer size ${a.size} does not match context size $size" } require(a.size == size) { "The buffer size ${a.size} does not match context size $size" }
return RealBufferFieldOperations.divide(a, b) return RealBufferFieldOperations.divide(a, b)
} }
override fun sin(arg: Buffer<Double>): DoubleBuffer { override fun sin(arg: Buffer<Double>): RealBuffer {
require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" } require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
return RealBufferFieldOperations.sin(arg) return RealBufferFieldOperations.sin(arg)
} }
override fun cos(arg: Buffer<Double>): DoubleBuffer { override fun cos(arg: Buffer<Double>): RealBuffer {
require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" } require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
return RealBufferFieldOperations.cos(arg) return RealBufferFieldOperations.cos(arg)
} }
override fun tan(arg: Buffer<Double>): DoubleBuffer { override fun tan(arg: Buffer<Double>): RealBuffer {
require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" } require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
return RealBufferFieldOperations.tan(arg) return RealBufferFieldOperations.tan(arg)
} }
override fun asin(arg: Buffer<Double>): DoubleBuffer { override fun asin(arg: Buffer<Double>): RealBuffer {
require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" } require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
return RealBufferFieldOperations.asin(arg) return RealBufferFieldOperations.asin(arg)
} }
override fun acos(arg: Buffer<Double>): DoubleBuffer { override fun acos(arg: Buffer<Double>): RealBuffer {
require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" } require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
return RealBufferFieldOperations.acos(arg) return RealBufferFieldOperations.acos(arg)
} }
override fun atan(arg: Buffer<Double>): DoubleBuffer { override fun atan(arg: Buffer<Double>): RealBuffer {
require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" } require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
return RealBufferFieldOperations.atan(arg) return RealBufferFieldOperations.atan(arg)
} }
override fun power(arg: Buffer<Double>, pow: Number): DoubleBuffer { override fun power(arg: Buffer<Double>, pow: Number): RealBuffer {
require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" } require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
return RealBufferFieldOperations.power(arg, pow) return RealBufferFieldOperations.power(arg, pow)
} }
override fun exp(arg: Buffer<Double>): DoubleBuffer { override fun exp(arg: Buffer<Double>): RealBuffer {
require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" } require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
return RealBufferFieldOperations.exp(arg) return RealBufferFieldOperations.exp(arg)
} }
override fun ln(arg: Buffer<Double>): DoubleBuffer { override fun ln(arg: Buffer<Double>): RealBuffer {
require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" } require(arg.size == size) { "The buffer size ${arg.size} does not match context size $size" }
return RealBufferFieldOperations.ln(arg) return RealBufferFieldOperations.ln(arg)
} }