anglican.results — anglican 1.0.0

Processing results

cli-options clj

countable? clj

(countable? value)

true when the value looks countable

default-config clj

default option values

diff clj

(diff & args)

command-line/REPL utility that takes problem configuration and inference output and produces differences between the input and the truth

diff-seq clj multimethod

reads results from stdin and returns a lazy sequence of distances from the truth

distance-seq clj

(distance-seq smry-seq
              distance
              truth
              &
              {:keys [skip step only exclude]
               :or {skip 0 step 1 only nil exclude #{}}
               :as options})

reads results from stdin and returns a lazy sequence of distances, skipping first skip' predict lines and then producing a sequence entry eachstep' predict lines

error-msg clj

(error-msg errors)

fq-seq clj

(fq-seq predicts)

accepts a sequence of predicts and produces a sequence of frequencies

freqs clj

(freqs)

reads results from stdin and writes the frequency table for every integer-valued predict

get-truth clj multimethod

reads truth from stdin and returns a structure suitable for diff-seq

included? clj

(included? only exclude label)

true when the label should be included

KL clj

(KL p-freqs q-freqs)

computes Kullback-Leibler divergence for value frequencies.

KS clj

(KS sa sb)

computes Kolmogorov-Smirnov distance for two samples

L2 clj

(L2 p-freqs q-freqs)

computes L2 distance for value frequencies.

meansd clj

(meansd)

reads results from stdin and writes the mean and standard deviation for each predict

ms-seq clj

(ms-seq predicts)

accepts a sequence of predicts and produces a sequence of mean and sd for each label

parse-line clj multimethod

parses output line and returns [label value height]

parsed-line-seq clj

(parsed-line-seq lines)

(parsed-line-seq lines format)

parses line sequence

read-summaries clj

(read-summaries smry-seq
                &
                {:keys [skip step only exclude]
                 :or {skip 0 step 1 only nil exclude #{}}
                 :as options})

reads summaries from standard input

redir clj macro

(redir [& {:keys [in out] :as args}] & body)

Input/output redirection macro, useful for running inference and processing results from the REPL. The syntax is:

(redir [:in "input-file-name" :out "output-file-name"] actions ...)

Either :in or :out (or both) can be omitted. if the output file name begins with '+', '+' is removed and the output is appended to the file.

search-sorted clj

(search-sorted grid values)

returns a sequence of indices such that if values' are inserted at the indices intogrid', grid' remains sorted; assumes that bothgrid' and `values' are sorted

sm-seq clj

(sm-seq predicts)

accets a sequence of predicts and produces sample sequence

sums-to-meansd clj

(sums-to-meansd sums)

accepts total sums for labels and computes mean and sd for each label

totals clj

(totals smry-seq & {:keys [only exclude] :or {only nil exclude #{}}})

reads results from stdin and returns totals filtered by smry-seq

unmap clj

(unmap options)

transforms keyword arguments from map to sequence

usage clj

(usage summary)

weights-to-freqs clj

(weights-to-freqs weights)

computes frequences from weights for each label