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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/document_processor.py
features/text_features/helpers/blabla/blabla/document_processor.py
import stanza import yaml import os import json import blabla.utils.global_params as global_params from os import environ from stanza.server import CoreNLPClient from blabla.sentence_processor.sentence_processing_engine import Sentence from blabla.document_engine import Document from blabla.utils.exceptions import * im...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/__init__.py
features/text_features/helpers/blabla/blabla/__init__.py
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/utils/exceptions.py
features/text_features/helpers/blabla/blabla/utils/exceptions.py
class EnvPathException(Exception): def __init__(self, message): self.message = message def __str__(self): return self.message class EmptyStringException(Exception): def __init__(self, message): self.message = message def __str__(self): return self.message class Inav...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/utils/settings.py
features/text_features/helpers/blabla/blabla/utils/settings.py
def init(): global INPUT_FORMAT global LANGUAGE global CONST_PT_FEATURES INPUT_FORMAT = None LANGUAGE = None CONST_PT_FEATURES = [ "parse_tree_height", "num_noun_phrases", "noun_phrase_rate", "num_verb_phrases", "verb_phrase_rate", "num_infinitive_...
python
Apache-2.0
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/utils/global_params.py
features/text_features/helpers/blabla/blabla/utils/global_params.py
STRING = "string" JSON = "json" ADJECTIVE = "ADJ" ADPOSITION = "ADP" ADVERB = "ADV" AUXILIARY = "AUX" CONJUNCTION = "CCONJ" DETERMINER = "DET" INTERJECTION = "INTJ" NOUN = "NOUN" NUMERAL = "NUM" PARTICLE = "PART" PRONOUN = "PRON" PROPER_NOUN = "PROPN" PUNCTUATION = "PUNCT" SUBORDINATING_CONJUNCTION = "SCONJ" SYMBOL = "...
python
Apache-2.0
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/utils/__init__.py
features/text_features/helpers/blabla/blabla/utils/__init__.py
python
Apache-2.0
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_processor/lexico_semantic_feature_engine.py
features/text_features/helpers/blabla/blabla/sentence_processor/lexico_semantic_feature_engine.py
from collections import Counter import math from blabla.utils.global_params import * from blabla.utils import * def num_demonstratives(stanza_doc): """The number of demonstravives Args: stanza_doc (nltk.Tree): The dependency parse tree Returns: (int): the ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_processor/morpho_syntactic_feature_engine.py
features/text_features/helpers/blabla/blabla/sentence_processor/morpho_syntactic_feature_engine.py
from blabla.utils.global_params import * def num_inflected_verbs(stanza_doc): """Returns the number of inflected verbs Args: None Returns num_inflected_verbs (int): The number of inflected verbs """ num_inflected_verbs = 0 words = stanza_doc.sentences[0].words for word_idx in range(len(word...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_processor/pos_tag_counting_engine.py
features/text_features/helpers/blabla/blabla/sentence_processor/pos_tag_counting_engine.py
import stanza class PosTagCounter(object): """The class that counts the number of pos tags of various types in a sentence """ def __init__(self, stanza_doc): """The initialization method that take a dependency parse tree as input Args: stanza_doc (nltk.Tree): the depen...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_processor/sentence_processing_engine.py
features/text_features/helpers/blabla/blabla/sentence_processor/sentence_processing_engine.py
from nltk.tree import Tree from blabla.sentence_processor.yngve_tree import YngveNode from blabla.sentence_processor.pos_tag_counting_engine import PosTagCounter from blabla.utils.exceptions import * import blabla.utils.settings as settings from blabla.utils.global_params import * import os import stanza import nltk im...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_processor/syntactic_feature_engine.py
features/text_features/helpers/blabla/blabla/sentence_processor/syntactic_feature_engine.py
from blabla.utils.global_params import * import blabla.utils.settings as settings import numpy as np def const_pt_height(const_pt): """The height of the constituency parse tree Args: const_pt (NLTK): The constituency parse tree Returns: height (int): the height of the constituency parse tree """ ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_processor/discourse_and_pragmatic_feature_engine.py
features/text_features/helpers/blabla/blabla/sentence_processor/discourse_and_pragmatic_feature_engine.py
def num_discourse_markers(stanza_doc): # Ref: https://universaldependencies.org/docsv1/u/dep/all.html#al-u-dep/discourse """Returns the number of discourse markers Args: stanza_doc (obj): The stanza document object Returns (int): the number of discourse markers """ ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_processor/yngve_tree.py
features/text_features/helpers/blabla/blabla/sentence_processor/yngve_tree.py
from anytree import NodeMixin, RenderTree class YngveNode(NodeMixin): """The class to represent a node in the Yngve tree of a sentence""" def __init__(self, name, score, parent=None, children=None): """The initialization method to initialize a Yngve node with a name, score, parent node and child node...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_processor/__init__.py
features/text_features/helpers/blabla/blabla/sentence_processor/__init__.py
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/language_resources/__init__.py
features/text_features/helpers/blabla/blabla/language_resources/__init__.py
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_aggregators/syntactic_feature_aggregator.py
features/text_features/helpers/blabla/blabla/sentence_aggregators/syntactic_feature_aggregator.py
from blabla.sentence_processor.syntactic_feature_engine import * from blabla.utils.global_params import * class Num_Noun_Phrases(object): """Class to calculate the number of noun phrases """ def __init__(self, sentence_objs): """The init method to initialize with an array of sentence objects """ ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_aggregators/phonetic_and_phonological_feature_aggregator.py
features/text_features/helpers/blabla/blabla/sentence_aggregators/phonetic_and_phonological_feature_aggregator.py
import blabla.sentence_aggregators.phonetic_features_settings as pfs from blabla.utils.global_params import * from blabla.utils.exceptions import * import blabla.utils.settings as settings import numpy as np class Word(object): """Class to represent a word""" def __init__(self, word): self.start_time...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_aggregators/phonetic_features_settings.py
features/text_features/helpers/blabla/blabla/sentence_aggregators/phonetic_features_settings.py
# The default value for the duration of pause between words in a sentence. Ref: https://www.sciencedaily.com/releases/2015/09/150930110555.htm PAUSE_DURATION = 0.35 # The default value for hesitation duration. From Boschi's paper: https://www.ncbi.nlm.nih.gov/pubmed/28321196 PAUSE_DURATION_FOR_HESITATION = 0.030 # Th...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_aggregators/morpho_syntactic_feature_aggregator.py
features/text_features/helpers/blabla/blabla/sentence_aggregators/morpho_syntactic_feature_aggregator.py
from blabla.sentence_processor.morpho_syntactic_feature_engine import ( num_inflected_verbs, num_gerund_verbs, num_participle_verbs, ) from blabla.utils.global_params import * class Prop_Inflected_Verbs(object): """Class to calculcate the proportion of inflected verbs """ def __init__(self, s...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_aggregators/discourse_and_pragmatic_feature_aggregator.py
features/text_features/helpers/blabla/blabla/sentence_aggregators/discourse_and_pragmatic_feature_aggregator.py
from blabla.sentence_processor.discourse_and_pragmatic_feature_engine import ( num_discourse_markers, ) class Num_Discourse_Markers(object): """Class to calculate the total number of discourse markers """ def __init__(self, sentence_objs): """The init method to initialize with an array of sen...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_aggregators/__init__.py
features/text_features/helpers/blabla/blabla/sentence_aggregators/__init__.py
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/text_features/helpers/blabla/blabla/sentence_aggregators/lexico_semantic_fearture_aggregator.py
features/text_features/helpers/blabla/blabla/sentence_aggregators/lexico_semantic_fearture_aggregator.py
from blabla.sentence_processor.lexico_semantic_feature_engine import num_demonstratives from blabla.utils.global_params import * from collections import Counter import numpy as np import math import blabla.utils.settings as settings from blabla.utils.global_params import * class Adjective_Rate(object): """Class t...
python
Apache-2.0
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false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/inception_features.py
features/image_features/inception_features.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/image_features.py
features/image_features/image_features.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/vgg16_features.py
features/image_features/vgg16_features.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/squeezenet_features.py
features/image_features/squeezenet_features.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/vgg19_features.py
features/image_features/vgg19_features.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/tesseract_features.py
features/image_features/tesseract_features.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/xception_features.py
features/image_features/xception_features.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/resnet_features.py
features/image_features/resnet_features.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/featurize.py
features/image_features/featurize.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
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jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/image_features/helpers/audio_plot.py
features/image_features/helpers/audio_plot.py
''' ================================================ ## VOICEBOOK REPOSITORY ## ================================================ repository name: voicebook repository version: 1.0 repository link: https://github.com/jim-schwoebel/voicebook author: Jim Schwoebel author contact: js@neur...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/csv_features/featurize_csv_regression.py
features/csv_features/featurize_csv_regression.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/csv_features/featurize.py
features/csv_features/featurize.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/features/csv_features/helpers/csv_features.py
features/csv_features/helpers/csv_features.py
import pandas as pd import nltk, json, os from nltk import word_tokenize import numpy as np from textblob import TextBlob import itertools def nltk_featurize(transcript): #alphabetical features a=transcript.count('a') b=transcript.count('b') c=transcript.count('c') d=transcript.count('d') e=transcript.count...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/text_cleaning/clean_summary.py
cleaning/text_cleaning/clean_summary.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/text_cleaning/clean.py
cleaning/text_cleaning/clean.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/text_cleaning/clean_textacy.py
cleaning/text_cleaning/clean_textacy.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/csv_cleaning/clean_csv.py
cleaning/csv_cleaning/clean_csv.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/csv_cleaning/clean.py
cleaning/csv_cleaning/clean.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_normalizevolume.py
cleaning/audio_cleaning/clean_normalizevolume.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_rename.py
cleaning/audio_cleaning/clean_rename.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_opus.py
cleaning/audio_cleaning/clean_opus.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_removenoise.py
cleaning/audio_cleaning/clean_removenoise.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean.py
cleaning/audio_cleaning/clean.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_utterances.py
cleaning/audio_cleaning/clean_utterances.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_keyword.py
cleaning/audio_cleaning/clean_keyword.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_removesilence.py
cleaning/audio_cleaning/clean_removesilence.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_getfirst3secs.py
cleaning/audio_cleaning/clean_getfirst3secs.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_removesmall.py
cleaning/audio_cleaning/clean_removesmall.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_towav.py
cleaning/audio_cleaning/clean_towav.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_mono16hz.py
cleaning/audio_cleaning/clean_mono16hz.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_multispeaker.py
cleaning/audio_cleaning/clean_multispeaker.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/audio_cleaning/clean_randomsplice.py
cleaning/audio_cleaning/clean_randomsplice.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/image_cleaning/clean.py
cleaning/image_cleaning/clean.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/image_cleaning/clean_greyscale.py
cleaning/image_cleaning/clean_greyscale.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/image_cleaning/clean_extractfaces.py
cleaning/image_cleaning/clean_extractfaces.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/image_cleaning/clean_jpg2png.py
cleaning/image_cleaning/clean_jpg2png.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/image_cleaning/helpers/tesseract_features.py
cleaning/image_cleaning/helpers/tesseract_features.py
import os, sys from PIL import Image import pytesseract def prev_dir(directory): g=directory.split('/') # print(g) lastdir=g[len(g)-1] i1=directory.find(lastdir) directory=directory[0:i1] return directory directory=os.getcwd() prev_dir=prev_dir(directory) sys.path.append(prev_dir+'/text_features') import nltk...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/video_cleaning/clean_alignfaces.py
cleaning/video_cleaning/clean_alignfaces.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/video_cleaning/clean.py
cleaning/video_cleaning/clean.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/cleaning/video_cleaning/clean_videostabilize.py
cleaning/video_cleaning/clean_videostabilize.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_neuraxle.py
training/train_neuraxle.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_gama.py
training/train_gama.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_autogluon.py
training/train_autogluon.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_scsr.py
training/train_scsr.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
true
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_atm.py
training/train_atm.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/model.py
training/model.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
true
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_safe.py
training/train_safe.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_autokaggle.py
training/train_autokaggle.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/regression_all.py
training/regression_all.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_alphapy.py
training/train_alphapy.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_autopytorch.py
training/train_autopytorch.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_TPOT.py
training/train_TPOT.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_hypsklearn.py
training/train_hypsklearn.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_mlblocks.py
training/train_mlblocks.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_hungabunga.py
training/train_hungabunga.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_imbalance.py
training/train_imbalance.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_hyperband.py
training/train_hyperband.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_btb.py
training/train_btb.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_ludwig.py
training/train_ludwig.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/upgrade.py
training/upgrade.py
import os # make sure the right version of scikit-learn is used here os.system('pip3 install scikit-learn==0.22.2.post1')
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_cvopt.py
training/train_cvopt.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_devol.py
training/train_devol.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_autokeras.py
training/train_autokeras.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_autogbt.py
training/train_autogbt.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/train_keras.py
training/train_keras.py
''' AAA lllllll lllllll iiii A:::A l:::::l l:::::l i::::i A:::::A l:::::l l:::::l iiii A:::::::A l:::::l l:::::l ...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/setup.py
training/helpers/hyperopt-sklearn/setup.py
import logging import os try: import setuptools from setuptools import find_packages, setup except ImportError: raise ImportError( "'setuptools' is required but not installed. To install it, " "follow the instructions at " "https://pip.pypa.io/en/stable/installing/#installing-with-g...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/estimator.py
training/helpers/hyperopt-sklearn/hpsklearn/estimator.py
""" """ import pickle import copy from functools import partial from multiprocessing import Process, Pipe import time from sklearn.base import BaseEstimator from sklearn.metrics import accuracy_score, r2_score from sklearn.decomposition import PCA try: from sklearn.model_selection import KFold, StratifiedKFold, Lea...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
true
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/vkmeans.py
training/helpers/hyperopt-sklearn/hpsklearn/vkmeans.py
import numpy as np from sklearn.cluster import KMeans class ColumnKMeans(object): def __init__(self, n_clusters, init='k-means++', n_init=10, max_iter=300, tol=1e-4, precompute_distances=True, v...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/lagselectors.py
training/helpers/hyperopt-sklearn/hpsklearn/lagselectors.py
"""Lag selectors that subset time series predictors This module defines lag selectors with specified lag sizes for endogenous and exogenous predictors, using the same style as the sklearn transformers. They can be used in hpsklearn as preprocessors. The module is well suited for time series data. When use a lag si...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/components.py
training/helpers/hyperopt-sklearn/hpsklearn/components.py
import numpy as np import sklearn.svm import sklearn.ensemble import sklearn.tree import sklearn.neighbors import sklearn.decomposition import sklearn.preprocessing import sklearn.neural_network import sklearn.linear_model import sklearn.discriminant_analysis import sklearn.feature_extraction.text import sklearn.naive_...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
true
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/demo_support.py
training/helpers/hyperopt-sklearn/hpsklearn/demo_support.py
import time import numpy as np import matplotlib.pyplot as plt from IPython import display def scatter_error_vs_time(estimator, ax): losses = estimator.trials.losses() ax.set_ylabel('Validation error rate') ax.set_xlabel('Iteration') ax.scatter(list(range(len(losses))), losses) def plot_minvalid_vs_...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/__init__.py
training/helpers/hyperopt-sklearn/hpsklearn/__init__.py
import os OMP_NUM_THREADS = os.environ.get('OMP_NUM_THREADS', None) if OMP_NUM_THREADS != '1': print('WARN: OMP_NUM_THREADS=%s =>' % OMP_NUM_THREADS) print('... If you are using openblas if you are using openblas' ' set OMP_NUM_THREADS=1' ' or risk subprocess calls hanging indefinitely') fr...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/tests/test_demo.py
training/helpers/hyperopt-sklearn/hpsklearn/tests/test_demo.py
from __future__ import print_function # import numpy as np from sklearn import datasets from sklearn.cross_validation import train_test_split from hyperopt import tpe import hpsklearn import sys def test_demo_iris(): iris = datasets.load_iris() X_train, X_test, y_train, y_test = train_test_split( iris...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/tests/test_classification.py
training/helpers/hyperopt-sklearn/hpsklearn/tests/test_classification.py
try: import unittest2 as unittest except: import unittest import numpy as np from hyperopt import rand, tpe from hpsklearn.estimator import hyperopt_estimator from hpsklearn import components class TestClassification(unittest.TestCase): def setUp(self): np.random.seed(123) self.X_train =...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/tests/test_stories.py
training/helpers/hyperopt-sklearn/hpsklearn/tests/test_stories.py
""" Unit tests in the form of user stories. These unit tests implicitly assert that their syntax is valid, and that programs of the given form can run. They do not test the correctness of the result. """ from __future__ import print_function import sys from functools import partial try: import unittest2 as unitte...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/tests/test_regression.py
training/helpers/hyperopt-sklearn/hpsklearn/tests/test_regression.py
try: import unittest2 as unittest except: import unittest import numpy as np from hyperopt import rand, tpe from hpsklearn.estimator import hyperopt_estimator from hpsklearn import components class TestRegression(unittest.TestCase): def setUp(self): np.random.seed(123) self.X_train = np....
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/tests/test_estimator.py
training/helpers/hyperopt-sklearn/hpsklearn/tests/test_estimator.py
try: import unittest2 as unittest except: import unittest import numpy as np from hyperopt import rand, tpe from hpsklearn.estimator import hyperopt_estimator from hpsklearn import components class TestIter(unittest.TestCase): def setUp(self): np.random.seed(123) self.X = np.random.rand...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false
jim-schwoebel/allie
https://github.com/jim-schwoebel/allie/blob/b89f1403f63033ad406d0606b7c7a45000b43481/training/helpers/hyperopt-sklearn/hpsklearn/tests/test_preprocessing.py
training/helpers/hyperopt-sklearn/hpsklearn/tests/test_preprocessing.py
try: import unittest2 as unittest except: import unittest import numpy as np from hyperopt import rand, tpe, hp from hpsklearn.estimator import hyperopt_estimator from hpsklearn import components from hyperopt.pyll import scope class TestPreprocessing(unittest.TestCase): def setUp(self): np.rand...
python
Apache-2.0
b89f1403f63033ad406d0606b7c7a45000b43481
2026-01-05T07:09:07.495102Z
false