src.lscd.apd

Module Contents

Classes

APD
DiaSense

class src.lscd.apd.APD

Bases: src.lscd.model.GradedLSCDModel

wic: APD.wic

use_pair_options: src.lemma.UsePairOptions

predict(lemma: src.lemma.Lemma) → float

Generates predictions for use pair samples for input lemma.

Parameters:

lemma (Lemma) – lemma instance from data set

Returns:

mean of pairwise distances

Return type:

float

predict_all(lemmas: list[src.lemma.Lemma]) → list[float]

class src.lscd.apd.DiaSense

Bases: src.lscd.model.GradedLSCDModel

wic: DiaSense.wic

predict(lemma: src.lemma.Lemma) → float

Generates predictions of difference between two group of use pair samples for input lemma. The groups of use pair samples are ‘compare’ and ‘campare + earlier + later’.

Parameters:

lemma (Lemma) – lemma instance from data set

Returns:

difference of means of pairwise distances

Return type:

float

predict_all(lemmas: list[src.lemma.Lemma]) → list[float]