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@mblondel
mblondel / letor_metrics.py
Last active April 24, 2024 19:43
Learning to rank metrics.
# (C) Mathieu Blondel, November 2013
# License: BSD 3 clause
import numpy as np
def ranking_precision_score(y_true, y_score, k=10):
"""Precision at rank k
Parameters
@mbejda
mbejda / 10000-MTV-Music-Artists-page-1.csv
Last active July 1, 2024 13:02
10,000 MTV's Top Music Artists. Great dataset for machine learning, research and analysis. (name,facebook,twitter,website,genre,mtv).
name facebook twitter website genre mtv
Adele http://www.facebook.com/9770929278 http://www.twitter.com/officialadele Pop http://www.mtv.com/artists/adele/biography
Joey + Rory http://www.facebook.com/15044507815 http://www.twitter.com/joeyandrory Country http://www.cmt.com/artists/joey-rory/biography
Draaco Aventura http://www.facebook.com/856796091053581 http://www.twitter.com/DraacoAventura http://www.bandpage.com/draacoaventura Pop Latino http://www.mtv.com/artists/draaco-aventura/biography
Justin Bieber http://www.facebook.com/309570926875 http://www.twitter.com/justinbieber http://www.justinbiebermusic.com Pop http://www.mtv.com/artists/justin-bieber/biography
Peer van Mladen http://www.facebook.com/264487966 http://www.twitter.com/Predrag_Jugovic http://pejaintergroup.eu/Peer_van_Mladen.html House http://www.mtv.com/artists/peer-van-mladen/biography
Chris Janson http://www.facebook.com/296647641825 http://www.twitter.com/janson_chris http://www.chrisjanson.com Country http://www.cmt.com/a
@johnnypea
johnnypea / useful-one-liners.sh
Last active July 16, 2024 02:05
Useful one liners
# Run the last command as root
sudo !!
# Serve current directory tree at http://$HOSTNAME:8000/
python -m SimpleHTTPServer
# Save a file you edited in vim without the needed permissions
:w !sudo tee %
# change to the previous working directory
cd -
# Runs previous command but replacing
^foo^bar
@onlurking
onlurking / programming-as-theory-building.md
Last active July 22, 2024 13:14
Programming as Theory Building - Peter Naur

Programming as Theory Building

Peter Naur

Peter Naur's classic 1985 essay "Programming as Theory Building" argues that a program is not its source code. A program is a shared mental construct (he uses the word theory) that lives in the minds of the people who work on it. If you lose the people, you lose the program. The code is merely a written representation of the program, and it's lossy, so you can't reconstruct