

whatlies.transformers.Noise

This transformer adds gaussian noise to an embeddingset.

Parameters

Name	Type	Description	Default
sigma		the amount of gaussian noise to add	0.1
seed		seed value for random number generator	42

Usage:

from whatlies.language import SpacyLanguage
from whatlies.transformers import Noise

words = ["prince", "princess", "nurse", "doctor", "banker", "man", "woman",
         "cousin", "neice", "king", "queen", "dude", "guy", "gal", "fire",
         "dog", "cat", "mouse", "red", "blue", "green", "yellow", "water",
         "person", "family", "brother", "sister"]

lang = SpacyLanguage("en_core_web_md")
emb = lang[words]

emb.transform(Noise(3))