jaganadhg’s gists

jaganadhg / sklearn_joblib_class_slow

Created January 18, 2013 12:28

Sklearn saved classifier slow

	from sklearn.datasets import fetch_20newsgroups

	twenty = fetch_20newsgroups()


	from sklearn.pipeline import Pipeline

	from sklearn.feature_extraction.text import CountVectorizer

	from sklearn.feature_extraction.text import TfidfTransformer

jaganadhg / gist:6404154

Last active December 22, 2015 02:29

	MR Matrix Multiply http://www.slideshare.net/dgleich/sparse-matrix-computations-in-mapreduce
	https://github.com/oguzdemir/datasci
	http://www.cs.utah.edu/~jeffp/teaching/cs7960/L17-MR-Matrix+DB
	http://adhoop.wordpress.com/2012/03/31/matrix-multiplication-using-mapreduce-1-step-solution/
	http://adhoop.wordpress.com/2012/03/28/matrix_multiplication_2_step/


	Solution to UnicodeEncodeError: 'ascii' codec can't encode character u'\u0100' in position 9: ordinal not in range(128)

	.encode('ascii', 'ignore')

jaganadhg / gist:6580867

Created September 16, 2013 13:45

My URLS

	https://github.com/uchicago-cs/cmsc12300/tree/master/examples/data_analysis/src/cs123/regression
	http://aimotion.blogspot.com/2011/11/machine-learning-with-python-logistic.html
	http://davidcoallier.com/blog/linear-regression-from-r-to-python/
	http://mpastell.com/2013/04/19/python_regression/
	http://scikit-learn.org/stable/auto_examples/linear_model/plot_ols.html
	https://gist.github.com/johnmyleswhite/5556201
	http://slendrmeans.wordpress.com/2013/02/08/will-it-python-machine-learning-for-hackers-chapter-6-regression-models-with-regularization/
	http://nbviewer.ipython.org/4166681/
	http://www.rqna.net/qna/nmrwww-pure-python-code-for-multivariate-linear-regression.html
	http://www.kevinsheppard.com/images/0/09/Python_introduction.pdf Python for Economists

jaganadhg / CLINICAL_NLP_RES

Last active September 5, 2017 00:44

Clinical NLP Resources

	http://emerge.mc.vanderbilt.edu/natural-language-processing-nlp-survey-tools-resources
	https://wiki.nci.nih.gov/display/VKC/cTAKES+1.2.2+Developer+Install+Instructions
	https://www.i2b2.org/software/projects/hitex/hitex_manual.html
	http://www.dbmi.pitt.edu/blulab
	http://knowledgemap.mc.vanderbilt.edu/research/content/medex-tool-finding-medication-information
	https://code.google.com/p/medex-uima/
	http://knowledgemap.mc.vanderbilt.edu/research/content/sectag-tagging-clinical-note-section-headers
	http://loinc.org/downloads
	http://www.jbiomedsem.com/content/4/1/1
	http://www.comp.leeds.ac.uk/scsh/papers/i2b2Paper.pdf

jaganadhg / PyMLLinks

Last active December 24, 2015 15:28

Python Machine Learning

	1] Recommendation - http://nbviewer.ipython.org/20a18d52c539b87de2af?utm_source=Python+Weekly+Newsletter&utm_campaign=611942dc15-Python_Weekly_Issue_107_October_3_2013&utm_medium=email&utm_term=0_9e26887fc5-611942dc15-301228641 [Pandas,Sklearn]

	2] WordNet http://www.stevenloria.com/tutorial-wordnet-textblob/?utm_source=Python+Weekly+Newsletter&utm_campaign=611942dc15-Python_Weekly_Issue_107_October_3_2013&utm_medium=email&utm_term=0_9e26887fc5-611942dc15-301228641 [WordNet, Python]

	3] NLP Python http://blog.scripted.com/staff/nlp-hacking-in-python/?utm_source=Python+Weekly+Newsletter&utm_campaign=611942dc15-Python_Weekly_Issue_107_October_3_2013&utm_medium=email&utm_term=0_9e26887fc5-611942dc15-301228641 [Python, NLP]

	4] Pyton audio Analysis http://jack.minardi.org/software/computational-synesthesia/?utm_source=Python+Weekly+Newsletter&utm_campaign=611942dc15-Python_Weekly_Issue_107_October_3_2013&utm_medium=email&utm_term=0_9e26887fc5-611942dc15-301228641 [Python speech audio]

	5] Solr, KNN http://www.ope

jaganadhg / MedTrial

Created October 8, 2013 03:33

Medical Trial

	1] OBI Ontology http://obi-ontology.org/page/Main_Page

	2] Open Ontologies http://en.wikipedia.org/wiki/Open_Biomedical_Ontologies

jaganadhg / slreg

Created October 9, 2013 11:30

Scipy Linier reg

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	"name": "Scipy_linier_regression"
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jaganadhg / Geometric illustration of the SVD

Created October 9, 2013 14:06

Geometric illustration of the SVD

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	"name": "Geometric illustration of the SVD"
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jaganadhg / Simple linier regression with Python

Created October 9, 2013 14:07

Simple linier regression with Python

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jaganadhg / multivariate linear regression in python

Created October 9, 2013 14:08

multivariate linear regression in python

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Jaganadh Gopinadhan jaganadhg