Merge pull request #525 from quantified-uncertainty/pass-environment
Pass environment down to GenericDist
This commit is contained in:
commit
2da5d5394e
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@ -1,13 +1,6 @@
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module ExpressionValue = ReducerInterface_ExpressionValue
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type expressionValue = ReducerInterface_ExpressionValue.expressionValue
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let defaultEnv: DistributionOperation.env = {
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sampleCount: MagicNumbers.Environment.defaultSampleCount,
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xyPointLength: MagicNumbers.Environment.defaultXYPointLength,
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}
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let runGenericOperation = DistributionOperation.run(~env=defaultEnv)
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module Helpers = {
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let arithmeticMap = r =>
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switch r {
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@ -39,37 +32,44 @@ module Helpers = {
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let toFloatFn = (
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fnCall: DistributionTypes.DistributionOperation.toFloat,
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dist: DistributionTypes.genericDist,
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~env: DistributionOperation.env,
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) => {
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FromDist(DistributionTypes.DistributionOperation.ToFloat(fnCall), dist)
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->runGenericOperation
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->DistributionOperation.run(~env)
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->Some
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}
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let toStringFn = (
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fnCall: DistributionTypes.DistributionOperation.toString,
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dist: DistributionTypes.genericDist,
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~env: DistributionOperation.env,
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) => {
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FromDist(DistributionTypes.DistributionOperation.ToString(fnCall), dist)
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->runGenericOperation
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->DistributionOperation.run(~env)
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->Some
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}
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let toBoolFn = (
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fnCall: DistributionTypes.DistributionOperation.toBool,
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dist: DistributionTypes.genericDist,
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~env: DistributionOperation.env,
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) => {
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FromDist(DistributionTypes.DistributionOperation.ToBool(fnCall), dist)
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->runGenericOperation
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->DistributionOperation.run(~env)
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->Some
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}
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let toDistFn = (fnCall: DistributionTypes.DistributionOperation.toDist, dist) => {
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let toDistFn = (
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fnCall: DistributionTypes.DistributionOperation.toDist,
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dist,
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~env: DistributionOperation.env,
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) => {
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FromDist(DistributionTypes.DistributionOperation.ToDist(fnCall), dist)
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->runGenericOperation
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->DistributionOperation.run(~env)
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->Some
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}
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let twoDiststoDistFn = (direction, arithmetic, dist1, dist2) => {
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let twoDiststoDistFn = (direction, arithmetic, dist1, dist2, ~env: DistributionOperation.env) => {
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FromDist(
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DistributionTypes.DistributionOperation.ToDistCombination(
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direction,
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@ -77,7 +77,7 @@ module Helpers = {
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#Dist(dist2),
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),
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dist1,
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)->runGenericOperation
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)->DistributionOperation.run(~env)
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}
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let parseNumber = (args: expressionValue): Belt.Result.t<float, string> =>
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@ -104,33 +104,38 @@ module Helpers = {
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let mixtureWithGivenWeights = (
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distributions: array<DistributionTypes.genericDist>,
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weights: array<float>,
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~env: DistributionOperation.env,
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): DistributionOperation.outputType =>
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E.A.length(distributions) == E.A.length(weights)
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? Mixture(Belt.Array.zip(distributions, weights))->runGenericOperation
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? Mixture(Belt.Array.zip(distributions, weights))->DistributionOperation.run(~env)
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: GenDistError(
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ArgumentError("Error, mixture call has different number of distributions and weights"),
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)
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let mixtureWithDefaultWeights = (
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distributions: array<DistributionTypes.genericDist>,
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~env: DistributionOperation.env,
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): DistributionOperation.outputType => {
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let length = E.A.length(distributions)
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let weights = Belt.Array.make(length, 1.0 /. Belt.Int.toFloat(length))
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mixtureWithGivenWeights(distributions, weights)
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mixtureWithGivenWeights(distributions, weights, ~env)
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}
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let mixture = (args: array<expressionValue>): DistributionOperation.outputType => {
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let mixture = (
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args: array<expressionValue>,
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~env: DistributionOperation.env,
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): DistributionOperation.outputType => {
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let error = (err: string): DistributionOperation.outputType =>
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err->DistributionTypes.ArgumentError->GenDistError
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switch args {
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| [EvArray(distributions)] =>
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switch parseDistributionArray(distributions) {
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| Ok(distrs) => mixtureWithDefaultWeights(distrs)
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| Ok(distrs) => mixtureWithDefaultWeights(distrs, ~env)
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| Error(err) => error(err)
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}
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| [EvArray(distributions), EvArray(weights)] =>
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switch (parseDistributionArray(distributions), parseNumberArray(weights)) {
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| (Ok(distrs), Ok(wghts)) => mixtureWithGivenWeights(distrs, wghts)
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| (Ok(distrs), Ok(wghts)) => mixtureWithGivenWeights(distrs, wghts, ~env)
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| (Error(err), Ok(_)) => error(err)
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| (Ok(_), Error(err)) => error(err)
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| (Error(err1), Error(err2)) => error(`${err1}|${err2}`)
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@ -143,14 +148,14 @@ module Helpers = {
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Belt.Array.slice(args, ~offset=0, ~len=E.A.length(args) - 1),
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)
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switch E.R.merge(distributions, weights) {
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| Ok(d, w) => mixtureWithGivenWeights(d, w)
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| Ok(d, w) => mixtureWithGivenWeights(d, w, ~env)
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| Error(err) => error(err)
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}
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}
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| Some(EvNumber(_))
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| Some(EvDistribution(_)) =>
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switch parseDistributionArray(args) {
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| Ok(distributions) => mixtureWithDefaultWeights(distributions)
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| Ok(distributions) => mixtureWithDefaultWeights(distributions, ~env)
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| Error(err) => error(err)
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}
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| _ => error("Last argument of mx must be array or distribution")
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@ -193,9 +198,10 @@ module SymbolicConstructors = {
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}
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}
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let dispatchToGenericOutput = (call: ExpressionValue.functionCall, _environment): option<
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DistributionOperation.outputType,
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> => {
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let dispatchToGenericOutput = (
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call: ExpressionValue.functionCall,
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env: DistributionOperation.env,
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): option<DistributionOperation.outputType> => {
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let (fnName, args) = call
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switch (fnName, args) {
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| ("exponential" as fnName, [EvNumber(f)]) =>
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@ -215,13 +221,13 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall, _environment)
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SymbolicConstructors.threeFloat(fnName)
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->E.R.bind(r => r(f1, f2, f3))
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->SymbolicConstructors.symbolicResultToOutput
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| ("sample", [EvDistribution(dist)]) => Helpers.toFloatFn(#Sample, dist)
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| ("mean", [EvDistribution(dist)]) => Helpers.toFloatFn(#Mean, dist)
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| ("integralSum", [EvDistribution(dist)]) => Helpers.toFloatFn(#IntegralSum, dist)
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| ("toString", [EvDistribution(dist)]) => Helpers.toStringFn(ToString, dist)
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| ("toSparkline", [EvDistribution(dist)]) => Helpers.toStringFn(ToSparkline(20), dist)
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| ("sample", [EvDistribution(dist)]) => Helpers.toFloatFn(#Sample, dist, ~env)
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| ("mean", [EvDistribution(dist)]) => Helpers.toFloatFn(#Mean, dist, ~env)
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| ("integralSum", [EvDistribution(dist)]) => Helpers.toFloatFn(#IntegralSum, dist, ~env)
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| ("toString", [EvDistribution(dist)]) => Helpers.toStringFn(ToString, dist, ~env)
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| ("toSparkline", [EvDistribution(dist)]) => Helpers.toStringFn(ToSparkline(20), dist, ~env)
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| ("toSparkline", [EvDistribution(dist), EvNumber(n)]) =>
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Helpers.toStringFn(ToSparkline(Belt.Float.toInt(n)), dist)
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Helpers.toStringFn(ToSparkline(Belt.Float.toInt(n)), dist, ~env)
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| ("exp", [EvDistribution(a)]) =>
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// https://mathjs.org/docs/reference/functions/exp.html
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Helpers.twoDiststoDistFn(
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@ -229,60 +235,74 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall, _environment)
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"pow",
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GenericDist.fromFloat(MagicNumbers.Math.e),
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a,
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~env,
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)->Some
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| ("normalize", [EvDistribution(dist)]) => Helpers.toDistFn(Normalize, dist)
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| ("normalize", [EvDistribution(dist)]) => Helpers.toDistFn(Normalize, dist, ~env)
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| ("klDivergence", [EvDistribution(a), EvDistribution(b)]) =>
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Some(runGenericOperation(FromDist(ToScore(KLDivergence(b)), a)))
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| ("isNormalized", [EvDistribution(dist)]) => Helpers.toBoolFn(IsNormalized, dist)
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| ("toPointSet", [EvDistribution(dist)]) => Helpers.toDistFn(ToPointSet, dist)
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Some(DistributionOperation.run(FromDist(ToScore(KLDivergence(b)), a), ~env))
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| ("isNormalized", [EvDistribution(dist)]) => Helpers.toBoolFn(IsNormalized, dist, ~env)
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| ("toPointSet", [EvDistribution(dist)]) => Helpers.toDistFn(ToPointSet, dist, ~env)
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| ("scaleLog", [EvDistribution(dist)]) =>
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Helpers.toDistFn(Scale(#Logarithm, MagicNumbers.Math.e), dist)
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| ("scaleLog10", [EvDistribution(dist)]) => Helpers.toDistFn(Scale(#Logarithm, 10.0), dist)
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Helpers.toDistFn(Scale(#Logarithm, MagicNumbers.Math.e), dist, ~env)
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| ("scaleLog10", [EvDistribution(dist)]) => Helpers.toDistFn(Scale(#Logarithm, 10.0), dist, ~env)
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| ("scaleLog", [EvDistribution(dist), EvNumber(float)]) =>
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Helpers.toDistFn(Scale(#Logarithm, float), dist)
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Helpers.toDistFn(Scale(#Logarithm, float), dist, ~env)
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| ("scaleLogWithThreshold", [EvDistribution(dist), EvNumber(base), EvNumber(eps)]) =>
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Helpers.toDistFn(Scale(#LogarithmWithThreshold(eps), base), dist)
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Helpers.toDistFn(Scale(#LogarithmWithThreshold(eps), base), dist, ~env)
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| ("scalePow", [EvDistribution(dist), EvNumber(float)]) =>
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Helpers.toDistFn(Scale(#Power, float), dist)
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Helpers.toDistFn(Scale(#Power, float), dist, ~env)
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| ("scaleExp", [EvDistribution(dist)]) =>
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Helpers.toDistFn(Scale(#Power, MagicNumbers.Math.e), dist)
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| ("cdf", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Cdf(float), dist)
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| ("pdf", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Pdf(float), dist)
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| ("inv", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Inv(float), dist)
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Helpers.toDistFn(Scale(#Power, MagicNumbers.Math.e), dist, ~env)
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| ("cdf", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Cdf(float), dist, ~env)
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| ("pdf", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Pdf(float), dist, ~env)
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| ("inv", [EvDistribution(dist), EvNumber(float)]) => Helpers.toFloatFn(#Inv(float), dist, ~env)
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| ("toSampleSet", [EvDistribution(dist), EvNumber(float)]) =>
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Helpers.toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist)
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Helpers.toDistFn(ToSampleSet(Belt.Int.fromFloat(float)), dist, ~env)
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| ("toSampleSet", [EvDistribution(dist)]) =>
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Helpers.toDistFn(ToSampleSet(MagicNumbers.Environment.defaultSampleCount), dist)
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Helpers.toDistFn(ToSampleSet(env.sampleCount), dist, ~env)
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| ("fromSamples", [EvArray(inputArray)]) => {
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let _wrapInputErrors = x => SampleSetDist.NonNumericInput(x)
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let parsedArray = Helpers.parseNumberArray(inputArray)->E.R2.errMap(_wrapInputErrors)
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switch parsedArray {
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| Ok(array) => runGenericOperation(FromSamples(array))
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| Ok(array) => DistributionOperation.run(FromSamples(array), ~env)
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| Error(e) => GenDistError(SampleSetError(e))
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}->Some
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}
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| ("inspect", [EvDistribution(dist)]) => Helpers.toDistFn(Inspect, dist)
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| ("inspect", [EvDistribution(dist)]) => Helpers.toDistFn(Inspect, dist, ~env)
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| ("truncateLeft", [EvDistribution(dist), EvNumber(float)]) =>
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Helpers.toDistFn(Truncate(Some(float), None), dist)
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Helpers.toDistFn(Truncate(Some(float), None), dist, ~env)
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| ("truncateRight", [EvDistribution(dist), EvNumber(float)]) =>
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Helpers.toDistFn(Truncate(None, Some(float)), dist)
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Helpers.toDistFn(Truncate(None, Some(float)), dist, ~env)
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| ("truncate", [EvDistribution(dist), EvNumber(float1), EvNumber(float2)]) =>
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Helpers.toDistFn(Truncate(Some(float1), Some(float2)), dist)
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| ("mx" | "mixture", args) => Helpers.mixture(args)->Some
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Helpers.toDistFn(Truncate(Some(float1), Some(float2)), dist, ~env)
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| ("mx" | "mixture", args) => Helpers.mixture(args, ~env)->Some
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| ("log", [EvDistribution(a)]) =>
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Helpers.twoDiststoDistFn(
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Algebraic(AsDefault),
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"log",
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a,
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GenericDist.fromFloat(MagicNumbers.Math.e),
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~env,
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)->Some
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| ("log10", [EvDistribution(a)]) =>
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Helpers.twoDiststoDistFn(Algebraic(AsDefault), "log", a, GenericDist.fromFloat(10.0))->Some
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Helpers.twoDiststoDistFn(
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Algebraic(AsDefault),
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"log",
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a,
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GenericDist.fromFloat(10.0),
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~env,
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)->Some
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| ("unaryMinus", [EvDistribution(a)]) =>
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Helpers.twoDiststoDistFn(Algebraic(AsDefault), "multiply", a, GenericDist.fromFloat(-1.0))->Some
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Helpers.twoDiststoDistFn(
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Algebraic(AsDefault),
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"multiply",
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a,
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GenericDist.fromFloat(-1.0),
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~env,
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)->Some
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| (("add" | "multiply" | "subtract" | "divide" | "pow" | "log") as arithmetic, [_, _] as args) =>
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Helpers.catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) =>
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Helpers.twoDiststoDistFn(Algebraic(AsDefault), arithmetic, fst, snd)
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Helpers.twoDiststoDistFn(Algebraic(AsDefault), arithmetic, fst, snd, ~env)
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)
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| (
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("dotAdd"
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@ -293,7 +313,7 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall, _environment)
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[_, _] as args,
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) =>
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Helpers.catchAndConvertTwoArgsToDists(args)->E.O2.fmap(((fst, snd)) =>
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Helpers.twoDiststoDistFn(Pointwise, arithmetic, fst, snd)
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Helpers.twoDiststoDistFn(Pointwise, arithmetic, fst, snd, ~env)
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)
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| ("dotExp", [EvDistribution(a)]) =>
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Helpers.twoDiststoDistFn(
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@ -301,6 +321,7 @@ let dispatchToGenericOutput = (call: ExpressionValue.functionCall, _environment)
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"dotPow",
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GenericDist.fromFloat(MagicNumbers.Math.e),
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a,
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~env,
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)->Some
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| _ => None
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}
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@ -1,4 +1,3 @@
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let defaultEnv: DistributionOperation.env
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let dispatch: (
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ReducerInterface_ExpressionValue.functionCall,
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ReducerInterface_ExpressionValue.environment,
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|
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@ -77,7 +77,7 @@ let distributionErrorToString = DistributionTypes.Error.toString
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type lambdaValue = ReducerInterface_ExpressionValue.lambdaValue
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@genType
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let defaultSamplingEnv = ReducerInterface_GenericDistribution.defaultEnv
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let defaultSamplingEnv = DistributionOperation.defaultEnv
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@genType
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type environment = ReducerInterface_ExpressionValue.environment
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