f2dc2027f6
in the original GitHub fork: https://github.com/ntoronto/racket Some things about this are known to be broken (most egregious is that the array tests DO NOT RUN because of a problem in typed/rackunit), about half has no coverage in the tests, and half has no documentation. Fixes and docs are coming. This is committed now to allow others to find errors and inconsistency in the things that appear to be working, and to give the author a (rather incomplete) sense of closure.
35 lines
1.3 KiB
Racket
35 lines
1.3 KiB
Racket
#lang typed/racket/base
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(require racket/promise
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"../../flonum.rkt"
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"../statistics/statistics-utils.rkt"
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"impl/walker-table.rkt"
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"dist-struct.rkt"
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"utils.rkt")
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(provide Discrete-Dist
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discrete-dist
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discrete-dist-values
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discrete-dist-weights)
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(define-distribution-type: (Discrete-Dist A) (Dist A A) (In Out)
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discrete-dist ([values : (Listof Out)] [weights : (Listof Positive-Flonum)]))
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(: discrete-dist
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(All (A) (case-> ((Sequenceof A) -> (Discrete-Dist A))
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((Sequenceof A) (Option (Sequenceof Real)) -> (Discrete-Dist A)))))
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(define (discrete-dist xs [ws #f])
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(let-values ([(xs ws) (cond [ws (sequences->normalized-weighted-samples 'discrete-dist xs ws)]
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[else (sequence->normalized-weighted-samples 'discrete-dist xs)])])
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(define hash
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(delay (make-hash ((inst map (Pair A Positive-Flonum) A Positive-Flonum) cons xs ws))))
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(define table
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(delay (make-walker-table xs ws)))
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(define pdf (opt-lambda: ([x : A] [log? : Any #f])
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(define p (hash-ref (force hash) x (λ () 0.0)))
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(if log? (fllog p) p)))
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(define random (λ () (walker-table-sample (force table))))
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(make-discrete-dist pdf random xs ws)))
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