<commit_before>"""
A family of transfer functions that are aware of sheet coordinate
systems.

The transfer functions in this file are allowed to make used of Imagen
patterns and are to be supplied with an appropriate
SheetCoordinateSystem object via the initialize method.
"""

import numpy as np

import param
import copy
from imagen import PatternGenerator, Gaussian, Constant, Composite
from imagen.transferfn import TransferFn


class Convolve(TransferFn):
    """
    Transfer function that convolves the array data with the supplied
    kernel pattern.<commit_msg>Fixed pyflakes errors<commit_after>"""
A family of transfer functions that are aware of sheet coordinate
systems.

The transfer functions in this file are allowed to make used of Imagen
patterns and are to be supplied with an appropriate
SheetCoordinateSystem object via the initialize method.
"""

import numpy as np

import param
import copy
from imagen import PatternGenerator, Gaussian
from imagen.transferfn import TransferFn


class Convolve(TransferFn):
    """
    Transfer function that convolves the array data with the supplied
    kernel pattern.
{'fraction_non_alphanumeric': 0.03720106288751107, 'fraction_numerical': 0.0, 'mean_word_length': 4.8549222797927465, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1437884', 'n_tokens_mistral': 269, 'n_tokens_neox': 260, 'n_words': 147}