Ignore flake8 in __init__.py

gensim/corpora/__init__.py

@@ -1,17 +1,17 @@
 """
 This package contains implementations of various streaming corpus I/O format.
 """
-
+# flake8: noqa
 # bring corpus classes directly into package namespace, to save some typing
-from .indexedcorpus import IndexedCorpus  # noqa:F401 must appear before the other classes
+from .indexedcorpus import IndexedCorpus  # must appear before the other classes
 
-from .mmcorpus import MmCorpus  # noqa:F401
-from .bleicorpus import BleiCorpus  # noqa:F401
-from .svmlightcorpus import SvmLightCorpus  # noqa:F401
-from .lowcorpus import LowCorpus  # noqa:F401
-from .dictionary import Dictionary  # noqa:F401
-from .hashdictionary import HashDictionary  # noqa:F401
-from .wikicorpus import WikiCorpus  # noqa:F401
-from .textcorpus import TextCorpus  # noqa:F401
-from .ucicorpus import UciCorpus  # noqa:F401
-from .malletcorpus import MalletCorpus  # noqa:F401
+from .mmcorpus import MmCorpus
+from .bleicorpus import BleiCorpus
+from .svmlightcorpus import SvmLightCorpus
+from .lowcorpus import LowCorpus
+from .dictionary import Dictionary
+from .hashdictionary import HashDictionary
+from .wikicorpus import WikiCorpus
+from .textcorpus import TextCorpus
+from .ucicorpus import UciCorpus
+from .malletcorpus import MalletCorpus

gensim/models/__init__.py

@@ -2,25 +2,25 @@
 This package contains algorithms for extracting document representations from their raw
 bag-of-word counts.
 """
-
+# flake8: noqa
 # bring model classes directly into package namespace, to save some typing
-from .coherencemodel import CoherenceModel  # noqa:F401
-from .hdpmodel import HdpModel  # noqa:F401
-from .ldamodel import LdaModel  # noqa:F401
-from .lsimodel import LsiModel  # noqa:F401
-from .tfidfmodel import TfidfModel  # noqa:F401
-from .rpmodel import RpModel  # noqa:F401
-from .logentropy_model import LogEntropyModel  # noqa:F401
-from .word2vec import Word2Vec  # noqa:F401
-from .doc2vec import Doc2Vec  # noqa:F401
-from .keyedvectors import KeyedVectors  # noqa:F401
-from .ldamulticore import LdaMulticore  # noqa:F401
-from .phrases import Phrases  # noqa:F401
-from .normmodel import NormModel  # noqa:F401
-from .atmodel import AuthorTopicModel  # noqa:F401
-from .ldaseqmodel import LdaSeqModel  # noqa:F401
-
-from . import wrappers  # noqa:F401
+from .coherencemodel import CoherenceModel
+from .hdpmodel import HdpModel
+from .ldamodel import LdaModel
+from .lsimodel import LsiModel
+from .tfidfmodel import TfidfModel
+from .rpmodel import RpModel
+from .logentropy_model import LogEntropyModel
+from .word2vec import Word2Vec
+from .doc2vec import Doc2Vec
+from .keyedvectors import KeyedVectors
+from .ldamulticore import LdaMulticore
+from .phrases import Phrases
+from .normmodel import NormModel
+from .atmodel import AuthorTopicModel
+from .ldaseqmodel import LdaSeqModel
+
+from . import wrappers
 
 from gensim import interfaces, utils
 

gensim/models/wrappers/__init__.py

@@ -1,10 +1,10 @@
 """
 This package contains wrappers for other topic modeling programs.
 """
-
-from .ldamallet import LdaMallet  # noqa:F401
-from .dtmmodel import DtmModel  # noqa:F401
-from .ldavowpalwabbit import LdaVowpalWabbit  # noqa:F401
-from .fasttext import FastText  # noqa:F401
-from .wordrank import Wordrank  # noqa:F401
-from .varembed import VarEmbed  # noqa:F401
+# flake8: noqa
+from .ldamallet import LdaMallet
+from .dtmmodel import DtmModel
+from .ldavowpalwabbit import LdaVowpalWabbit
+from .fasttext import FastText
+from .wordrank import Wordrank
+from .varembed import VarEmbed

gensim/parsing/__init__.py

@@ -1,7 +1,11 @@
 """
 This package contains functions to preprocess raw text
 """
-
+# flake8: noqa
 # bring model classes directly into package namespace, to save some typing
 from .porter import PorterStemmer
-from .preprocessing import *
+from .preprocessing import remove_stopwords, strip_punctuation, strip_tags, \
+                            strip_short, strip_numeric, strip_non_alphanum, \
+                            strip_multiple_whitespaces, split_alphanum, \
+                            stem_text, preprocess_string, preprocess_documents, \
+                            read_file, read_files

gensim/sklearn_api/__init__.py

@@ -10,15 +10,15 @@
 [1] http://scikit-learn.org/stable/developers/
 """
 
-
-from .ldamodel import LdaTransformer  # noqa: F401
-from .lsimodel import LsiTransformer  # noqa: F401
-from .rpmodel import RpTransformer  # noqa: F401
-from .ldaseqmodel import LdaSeqTransformer  # noqa: F401
-from .w2vmodel import W2VTransformer  # noqa: F401
-from .atmodel import AuthorTopicTransformer  # noqa: F401
-from .d2vmodel import D2VTransformer  # noqa: F401
-from .text2bow import Text2BowTransformer  # noqa: F401
-from .tfidf import TfIdfTransformer  # noqa: F401
-from .hdp import HdpTransformer  # noqa: F401
-from .phrases import PhrasesTransformer  # noqa: F401
+# flake8: noqa
+from .ldamodel import LdaTransformer
+from .lsimodel import LsiTransformer
+from .rpmodel import RpTransformer
+from .ldaseqmodel import LdaSeqTransformer
+from .w2vmodel import W2VTransformer
+from .atmodel import AuthorTopicTransformer
+from .d2vmodel import D2VTransformer
+from .text2bow import Text2BowTransformer
+from .tfidf import TfIdfTransformer
+from .hdp import HdpTransformer
+from .phrases import PhrasesTransformer

gensim/summarization/__init__.py

@@ -1,4 +1,4 @@
-
+# flake8: noqa
 # bring model classes directly into package namespace, to save some typing
-from .summarizer import summarize, summarize_corpus  # noqa:F401
-from .keywords import keywords  # noqa:F401
+from .summarizer import summarize, summarize_corpus
+from .keywords import keywords