reformat, move to using arrays instead of list.

This commit is contained in:
NunoSempere 2023-10-14 23:31:58 +01:00
parent fa73c33c27
commit 23bd623b66
5 changed files with 11 additions and 6 deletions

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@ -3,12 +3,12 @@ let pi = acos (-1.)
let normal_95_ci_length = 1.6448536269514722
(* Array manipulation helpers *)
let sumFloats xs = List.fold_left(fun acc x -> acc +. x) 0.0 xs
let sumFloats xs = Array.fold_left(fun acc x -> acc +. x) 0.0 xs
let normalizeXs xs =
let sum_xs = sumFloats xs in
List.map(fun x -> x /. sum_xs) xs
Array.map(fun x -> x /. sum_xs) xs
let cumsumXs xs =
let _, cum_sum = List.fold_left(fun (sum, ys) x ->
let _, cum_sum = Array.fold_left(fun (sum, ys) x ->
let new_sum = sum +. x in
new_sum, ys @ [new_sum]
) (0.0, []) xs in
@ -16,28 +16,33 @@ let cumsumXs xs =
(* Basic samplers *)
let sampleZeroToOne () : float = Random.float 1.0
let sampleStandardNormal (): float =
let u1 = sampleZeroToOne () in
let u2 = sampleZeroToOne () in
let z = sqrt(-2.0 *. log(u1)) *. sin(2.0 *. pi *. u2) in
z
let sampleNormal mean std = mean +. std *. (sampleStandardNormal ())
let sampleLognormal logmean logstd = exp(sampleNormal logmean logstd)
let sampleTo low high =
let loglow = log(low) in
let loghigh = log(high) in
let logmean = (loglow +. loghigh) /. 2.0 in
let logstd = (loghigh -. loglow) /. (2.0 -. normal_95_ci_length ) in
sampleLognormal logmean logstd
let mixture (samplers: (unit -> float) list) (weights: float list) =
match (List.length samplers == List.length weights) with
let mixture (samplers: (unit -> float) array) (weights: float array) =
match (Array.length samplers == Array.length weights) with
| false -> None
| true ->
let normalized_weights = normalizeXs weights in
let cumsummed_normalized_weights = cumsumXs normalized_weights in
let answer = 1.1 in
Some(1.0)
let () =
Random.init 1;
Printf.printf "%f\n" (sampleZeroToOne());