119 lines
4.1 KiB
Plaintext
119 lines
4.1 KiB
Plaintext
@genType
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type env = {
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sampleCount: int,
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xyPointLength: int,
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}
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@genType
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let defaultEnv: env
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open DistributionTypes
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@genType
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type outputType =
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| Dist(genericDist)
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| Float(float)
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| String(string)
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| FloatArray(array<float>)
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| Bool(bool)
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| GenDistError(error)
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@genType
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let run: (~env: env, DistributionTypes.DistributionOperation.genericFunctionCallInfo) => outputType
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let runFromDist: (
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~env: env,
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~functionCallInfo: DistributionTypes.DistributionOperation.fromDist,
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genericDist,
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) => outputType
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let runFromFloat: (
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~env: env,
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~functionCallInfo: DistributionTypes.DistributionOperation.fromDist,
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float,
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) => outputType
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module Output: {
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type t = outputType
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let toDist: t => option<genericDist>
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let toDistR: t => result<genericDist, error>
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let toFloat: t => option<float>
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let toFloatR: t => result<float, error>
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let toString: t => option<string>
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let toStringR: t => result<string, error>
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let toBool: t => option<bool>
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let toBoolR: t => result<bool, error>
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let toError: t => option<error>
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let fmap: (~env: env, t, DistributionTypes.DistributionOperation.singleParamaterFunction) => t
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}
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module Constructors: {
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@genType
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let mean: (~env: env, genericDist) => result<float, error>
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@genType
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let stdev: (~env: env, genericDist) => result<float, error>
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@genType
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let variance: (~env: env, genericDist) => result<float, error>
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@genType
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let sample: (~env: env, genericDist) => result<float, error>
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@genType
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let cdf: (~env: env, genericDist, float) => result<float, error>
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@genType
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let inv: (~env: env, genericDist, float) => result<float, error>
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@genType
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let pdf: (~env: env, genericDist, float) => result<float, error>
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@genType
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let normalize: (~env: env, genericDist) => result<genericDist, error>
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@genType
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let isNormalized: (~env: env, genericDist) => result<bool, error>
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@genType
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let klDivergence: (~env: env, genericDist, genericDist) => result<float, error>
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@genType
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let logScoreWithPointResolution: (
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~env: env,
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~prediction: genericDist,
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~answer: float,
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~prior: option<genericDist>,
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) => result<float, error>
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@genType
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let toPointSet: (~env: env, genericDist) => result<genericDist, error>
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@genType
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let toSampleSet: (~env: env, genericDist, int) => result<genericDist, error>
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@genType
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let fromSamples: (~env: env, SampleSetDist.t) => result<genericDist, error>
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@genType
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let truncate: (~env: env, genericDist, option<float>, option<float>) => result<genericDist, error>
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@genType
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let inspect: (~env: env, genericDist) => result<genericDist, error>
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@genType
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let toString: (~env: env, genericDist) => result<string, error>
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@genType
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let toSparkline: (~env: env, genericDist, int) => result<string, error>
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@genType
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let algebraicAdd: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let algebraicMultiply: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let algebraicDivide: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let algebraicSubtract: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let algebraicLogarithm: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let algebraicPower: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let scaleLogarithm: (~env: env, genericDist, float) => result<genericDist, error>
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@genType
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let scalePower: (~env: env, genericDist, float) => result<genericDist, error>
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@genType
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let pointwiseAdd: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let pointwiseMultiply: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let pointwiseDivide: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let pointwiseSubtract: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let pointwiseLogarithm: (~env: env, genericDist, genericDist) => result<genericDist, error>
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@genType
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let pointwisePower: (~env: env, genericDist, genericDist) => result<genericDist, error>
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}
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