Shubhanshu Mishra napsternxg

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Focusing

Researcher in Machine learning, Data Mining, Social Science, and Natural Language Processing Programming languages: Python, Java, and Java Script

napsternxg / np_extractor.py

Last active August 29, 2015 14:26 — forked from shlomibabluki/np_extractor.py

	# coding=UTF-8
	import nltk
	from nltk.corpus import brown

	# This is a fast and simple noun phrase extractor (based on NLTK)
	# Feel free to use it, just keep a link back to this post
	# http://thetokenizer.com/2013/05/09/efficient-way-to-extract-the-main-topics-of-a-sentence/
	# Create by Shlomi Babluki
	# May, 2013

napsternxg / logit_scale.ipynb

Last active August 29, 2015 14:27 — forked from pierre-haessig/logit_scale.ipynb

Logit scale, for plotting cumulated probability distributions (matplotlib implementation). Better visualization of the tails

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napsternxg / forward.py

Created January 11, 2016 06:31 — forked from samim23/forward.py

	# "Colorizing B/W Movies with Neural Nets",
	# Network/Code Created by Ryan Dahl, hacked by samim.io to work with movies
	# BACKGROUND: http://tinyclouds.org/colorize/
	# DEMO: https://www.youtube.com/watch?v=_MJU8VK2PI4
	# USAGE:
	# 1. Download TensorFlow model from: http://tinyclouds.org/colorize/
	# 2. Use FFMPEG or such to extract frames from video.
	# 3. Make sure your images are 224x224 pixels dimension. You can use imagemagicks "mogrify", here some useful commands:
	# mogrify -resize 224x224 *.jpg
	# mogrify -gravity center -background black -extent 224x224 *.jpg

napsternxg / useful_pandas_snippets.py

Created January 27, 2016 09:37 — forked from bsweger/useful_pandas_snippets.md

Useful Pandas Snippets

	#List unique values in a DataFrame column
	pd.unique(df.column_name.ravel())

	#Convert Series datatype to numeric, getting rid of any non-numeric values
	df['col'] = df['col'].astype(str).convert_objects(convert_numeric=True)

	#Grab DataFrame rows where column has certain values
	valuelist = ['value1', 'value2', 'value3']
	df = df[df.column.isin(value_list)]

napsternxg / wiktionarylookup.html

Last active October 24, 2017 16:00 — forked from nichtich/wiktionarylookup.html

Look up a word in Wiktionary via MediaWiki API and show the Wiktionary page

	<html>
	<head>
	<script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/jquery/1.4.3/jquery.min.js"></script>
	<script type="text/javascript">
	var baseURL = 'https://en.wiktionary.org';
	function showPage(page,text) {
	var sourceurl = baseURL + '/wiki/' + page;
	$('#pagetitle').text(page);
	$('#wikiInfo').html(text);
	$('#sourceurl').attr('href',sourceurl);

napsternxg / ERGM_from_scratch.ipynb

Created April 11, 2018 03:55 — forked from dmasad/ERGM_from_scratch

Implementing an ERGM from scratch

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