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@TheLoneNut
TheLoneNut / pmi.py
Created February 6, 2019 17:48
Calculation of the positive pointwise mutual information matrix from a pandas dataframe.
def pmi(df):
'''
Calculate the positive pointwise mutal information score for each entry
https://en.wikipedia.org/wiki/Pointwise_mutual_information
We use the log( p(y|x)/p(y) ), y being the column, x being the row
'''
# Get numpy array from pandas df
arr = df.as_matrix()
# p(y|x) probability of each t1 overlap within the row
@ankurk91
ankurk91 / bash_profile.md
Last active October 22, 2023 12:16
:octocat: Git branch name in Linux/Mac Bash Terminal

Mac OS : Show your git branch name on your bash terminal

⚠️ Does not work in zsh terminal

Add these lines in your ~/.bash_profile file

# Show current git branch name
parse_git_branch() {
     git branch 2> /dev/null | sed -e '/^[^*]/d' -e 's/* \(.*\)/ (\1)/'
}
@yrevar
yrevar / imagenet1000_clsidx_to_labels.txt
Last active May 10, 2024 05:27
text: imagenet 1000 class idx to human readable labels (Fox, E., & Guestrin, C. (n.d.). Coursera Machine Learning Specialization.)
{0: 'tench, Tinca tinca',
1: 'goldfish, Carassius auratus',
2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias',
3: 'tiger shark, Galeocerdo cuvieri',
4: 'hammerhead, hammerhead shark',
5: 'electric ray, crampfish, numbfish, torpedo',
6: 'stingray',
7: 'cock',
8: 'hen',
9: 'ostrich, Struthio camelus',
@joseluisq
joseluisq / terminal-git-branch-name.md
Last active May 17, 2024 04:22
Add Git Branch Name to Terminal Prompt (Linux/Mac)

Add Git Branch Name to Terminal Prompt (Linux/Mac)

image

Open ~/.bash_profile in your favorite editor and add the following content to the bottom.

# Git branch in prompt.

parse_git_branch() {
@jprante
jprante / filter-integer.sh
Created March 5, 2013 23:56
curl -XDELETE 'localhost:9200/test'
curl -XPUT 'localhost:9200/test/doc/1' -d '
{
"sentence" : "Hi!",
"value" : 1
}
'
@mkulakowski2
mkulakowski2 / negative-words.txt
Created December 14, 2012 23:07
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;
; Opinion Lexicon: Negative
;
; This file contains a list of NEGATIVE opinion words (or sentiment words).
;
; This file and the papers can all be downloaded from
; http://www.cs.uic.edu/~liub/FBS/sentiment-analysis.html
;
; If you use this list, please cite one of the following two papers: