Renamed LogScoring
to KLDivergence
Value: [1e-7 to 1e-4]
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parent
627616558a
commit
32f141abdc
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@ -280,7 +280,7 @@ module T = Dist({
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if referenceIsZero {
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Ok(0.0)
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} else {
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combinePointwise(PointSetDist_Scoring.LogScoring.logScore, base, reference)
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combinePointwise(PointSetDist_Scoring.KLDivergence.logScore, base, reference)
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|> E.R.fmap(shapeMap(XYShape.T.filterYValues(Js.Float.isFinite)))
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|> E.R.fmap(integralEndY)
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}
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@ -239,7 +239,7 @@ module T = Dist({
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if referenceIsZero {
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Ok(0.0)
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} else {
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combinePointwise(~fn=PointSetDist_Scoring.LogScoring.logScore, base, reference) |> E.R2.bind(
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combinePointwise(~fn=PointSetDist_Scoring.KLDivergence.logScore, base, reference) |> E.R2.bind(
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integralEndYResult,
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)
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}
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@ -311,7 +311,7 @@ module T = Dist({
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if referenceIsZero {
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Ok(0.0)
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} else {
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combinePointwise(PointSetDist_Scoring.LogScoring.logScore, base, reference) |> E.R.fmap(
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combinePointwise(PointSetDist_Scoring.KLDivergence.logScore, base, reference) |> E.R.fmap(
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integralEndY,
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)
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}
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@ -1,4 +1,4 @@
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module LogScoring = {
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module KLDivergence = {
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let logFn = Js.Math.log
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let subtraction = (a, b) => Ok(a -. b)
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let logScore = (a: float, b: float): result<float, Operation.Error.t> =>
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