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Michael Bommarito mjbommar

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mjbommar / numpy_column_normalize.ipynb
Created January 25, 2015 13:33
Simple column-sum normalization using vectorized numpy methods
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@mjbommar
mjbommar / kahan_response_20150103.ipynb
Created January 3, 2015 15:26
SCDB null model predictions
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@mjbommar
mjbommar / is_male_name.ipynb
Last active August 29, 2015 14:03
Sample is_male name probability estimates, conditioned by name, name/year, name/state, and name/year/state
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mjbommar / is_ci_lemma_stopword_set_match.py
Created July 1, 2014 01:56
Fuzzy sentence matching in Python - Bommarito Consulting, LLC: http://bommaritollc.com/2014/06/advanced-approximate-sentence-matching-python
# Imports
import nltk.corpus
import nltk.tokenize.punkt
import nltk.stem.snowball
from nltk.corpus import wordnet
import string
# Get default English stopwords and extend with punctuation
stopwords = nltk.corpus.stopwords.words('english')
stopwords.extend(string.punctuation)
@mjbommar
mjbommar / is_ci_stem_stopword_set_match.py
Created July 1, 2014 01:24
Fuzzy sentence matching in Python - Bommarito Consulting, LLC: http://bommaritollc.com/2014/06/advanced-approximate-sentence-matching-python
# Imports
import nltk.corpus
import nltk.tokenize.punkt
import nltk.stem.snowball
import string
# Get default English stopwords and extend with punctuation
stopwords = nltk.corpus.stopwords.words('english')
stopwords.extend(string.punctuation)
stopwords.append('')
@mjbommar
mjbommar / is_ci_token_stopword_set_match.py
Created July 1, 2014 00:59
Fuzzy sentence matching in Python - Bommarito Consulting, LLC: http://bommaritollc.com/2014/06/advanced-approximate-sentence-matching-python
# Imports
import nltk.corpus
import nltk.tokenize.punkt
import nltk.stem.snowball
import string
# Get default English stopwords and extend with punctuation
stopwords = nltk.corpus.stopwords.words('english')
stopwords.extend(string.punctuation)
stopwords.append('')
@mjbommar
mjbommar / is_ci_token_stopword_lemma_match.py
Last active August 29, 2015 14:02
Fuzzy sentence matching in Python - Bommarito Consulting, LLC: http://bommaritollc.com/2014/06/fuzzy-match-sentences-in-python
# ## IPython Notebook for [Bommarito Consulting](http://bommaritollc.com/) Blog Post
# ### **Link**: [Fuzzy sentence matching in Python](http://bommaritollc.com/2014/06/fuzzy-match-sentences-in-python): http://bommaritollc.com/2014/06/fuzzy-match-sentences-in-python
# **Author**: [Michael J. Bommarito II](https://www.linkedin.com/in/bommarito/)
# Imports
import nltk.corpus
import nltk.tokenize.punkt
import nltk.stem.snowball
from nltk.corpus import wordnet
import string
@mjbommar
mjbommar / is_ci_token_stopword_stem_match.py
Last active August 29, 2015 14:02
Fuzzy sentence matching in Python - Bommarito Consulting, LLC: http://bommaritollc.com/2014/06/fuzzy-match-sentences-in-python
# ## IPython Notebook for [Bommarito Consulting](http://bommaritollc.com/) Blog Post
# ### **Link**: [Fuzzy sentence matching in Python](http://bommaritollc.com/2014/06/fuzzy-match-sentences-in-python): http://bommaritollc.com/2014/06/fuzzy-match-sentences-in-python
# **Author**: [Michael J. Bommarito II](https://www.linkedin.com/in/bommarito/)
# Imports
import nltk.corpus
import nltk.tokenize.punkt
import nltk.stem.snowball
import string
@mjbommar
mjbommar / is_ci_token_stopword_match.py
Last active August 29, 2015 14:02
Fuzzy sentence matching in Python - Bommarito Consulting, LLC: http://bommaritollc.com/2014/06/fuzzy-match-sentences-in-python
# ## IPython Notebook for [Bommarito Consulting](http://bommaritollc.com/) Blog Post
# ### **Link**: [Fuzzy sentence matching in Python](http://bommaritollc.com/2014/06/fuzzy-match-sentences-in-python): http://bommaritollc.com/2014/06/fuzzy-match-sentences-in-python
# **Author**: [Michael J. Bommarito II](https://www.linkedin.com/in/bommarito/)
# Imports
import nltk.corpus
import nltk.tokenize.punkt
import string
# Get default English stopwords and extend with punctuation
@mjbommar
mjbommar / fuzzy-sentence-matching-python.ipynb
Last active October 21, 2018 01:44
Fuzzy sentence matching in Python - Bommarito Consulting, LLC: http://bommaritollc.com/2014/06/fuzzy-matching-sentences-in-python
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