format
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@ -33,19 +33,19 @@ module Internals = {
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module KDE = {
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module KDE = {
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let normalSampling = (samples, outputXYPoints, kernelWidth) =>
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let normalSampling = (samples, outputXYPoints, kernelWidth) =>
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samples -> JS.samplesToContinuousPdf(outputXYPoints, kernelWidth) -> JS.jsToDist
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samples->JS.samplesToContinuousPdf(outputXYPoints, kernelWidth)->JS.jsToDist
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}
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}
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module T = {
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module T = {
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type t = array<float>
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type t = array<float>
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let xWidthToUnitWidth = (samples, outputXYPoints, xWidth) => {
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let xWidthToUnitWidth = (samples, outputXYPoints, xWidth) => {
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let xyPointRange = E.A.Sorted.range(samples) -> E.O2.default(0.0)
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let xyPointRange = E.A.Sorted.range(samples)->E.O2.default(0.0)
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let xyPointWidth = xyPointRange /. float_of_int(outputXYPoints)
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let xyPointWidth = xyPointRange /. float_of_int(outputXYPoints)
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xWidth /. xyPointWidth
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xWidth /. xyPointWidth
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}
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}
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let formatUnitWidth = w => Jstat.max([w, 1.0]) -> int_of_float
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let formatUnitWidth = w => Jstat.max([w, 1.0])->int_of_float
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let suggestedUnitWidth = (samples, outputXYPoints) => {
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let suggestedUnitWidth = (samples, outputXYPoints) => {
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let suggestedXWidth = SampleSetDist_Bandwidth.nrd0(samples)
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let suggestedXWidth = SampleSetDist_Bandwidth.nrd0(samples)
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@ -87,7 +87,7 @@ let toPointSetDist = (
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continuousPart,
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continuousPart,
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samplingInputs.outputXYPoints,
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samplingInputs.outputXYPoints,
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)
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)
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let usedWidth = samplingInputs.kernelWidth -> E.O2.default(_suggestedXWidth)
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let usedWidth = samplingInputs.kernelWidth->E.O2.default(_suggestedXWidth)
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let usedUnitWidth = Internals.T.xWidthToUnitWidth(
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let usedUnitWidth = Internals.T.xWidthToUnitWidth(
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samples,
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samples,
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samplingInputs.outputXYPoints,
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samplingInputs.outputXYPoints,
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@ -126,7 +126,7 @@ let toPointSetDist = (
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let normalizedPointSet = pointSetDist->E.O2.fmap(PointSetDist.T.normalize)
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let normalizedPointSet = pointSetDist->E.O2.fmap(PointSetDist.T.normalize)
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let samplesParse: Internals.Types.outputs = {
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let samplesParse: Internals.Types.outputs = {
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continuousParseParams: pdf -> E.O2.fmap(snd),
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continuousParseParams: pdf->E.O2.fmap(snd),
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pointSetDist: normalizedPointSet,
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pointSetDist: normalizedPointSet,
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}
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}
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@ -340,7 +340,7 @@ module Floats = {
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flush(cnt, prev)
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flush(cnt, prev)
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(1, element)
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(1, element)
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}
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}
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}
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},
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)
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)
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// flush final values
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// flush final values
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