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@LeCoupa
LeCoupa / bash-cheatsheet.sh
Last active October 23, 2025 20:35
Bash CheatSheet for UNIX Systems --> UPDATED VERSION --> https://github.com/LeCoupa/awesome-cheatsheets
#!/bin/bash
#####################################################
# Name: Bash CheatSheet for Mac OSX
#
# A little overlook of the Bash basics
#
# Usage:
#
# Author: J. Le Coupanec
# Date: 2014/11/04
@dwyerk
dwyerk / concave_hulls.ipynb
Created April 12, 2014 23:20
concave hulls using shapely and scipy
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@stormpython
stormpython / how_to_set_up_ssh_keys.md
Last active June 9, 2025 06:16
Setting up ssh keys for remote server access

How to Set up SSH Keys

Create the RSA Key Pair

ssh-keygen -t rsa

Store the Keys and Passphrase

Once you have entered the Gen Key command, you will get a few more questions:

@sloria
sloria / bobp-python.md
Last active September 9, 2025 10:52
A "Best of the Best Practices" (BOBP) guide to developing in Python.

The Best of the Best Practices (BOBP) Guide for Python

A "Best of the Best Practices" (BOBP) guide to developing in Python.

In General

Values

  • "Build tools for others that you want to be built for you." - Kenneth Reitz
  • "Simplicity is alway better than functionality." - Pieter Hintjens
@hdemers
hdemers / pydata-science.sh
Last active June 1, 2020 07:17
Installation instructions for doing data science in a Python environment on Ubuntu. We'll install base packages like numpy, scipy, scikit-learn and pandas. We also install the IPython Notebook interactive environment. This is a best practice recommendation for doing research-type work. We make use of virtualenvwrapper, but don't show how to inst…
mkvirtualenv datascience
sudo apt-get install python-scipy libblas-dev liblapack-dev gfortran
sudo apt-get install libffi-dev # for cryptography from scrapy
sudo apt-get install libxslt-dev # for libxml from scrapy
export BLAS=/usr/lib/libblas.so
export LAPACK=/usr/lib/liblapack.so
pip install numpy
pip install scipy
pip install scikit-learn
pip install pandas
@bwhite
bwhite / rank_metrics.py
Created September 15, 2012 03:23
Ranking Metrics
"""Information Retrieval metrics
Useful Resources:
http://www.cs.utexas.edu/~mooney/ir-course/slides/Evaluation.ppt
http://www.nii.ac.jp/TechReports/05-014E.pdf
http://www.stanford.edu/class/cs276/handouts/EvaluationNew-handout-6-per.pdf
http://hal.archives-ouvertes.fr/docs/00/72/67/60/PDF/07-busa-fekete.pdf
Learning to Rank for Information Retrieval (Tie-Yan Liu)
"""
import numpy as np
@rwaldron
rwaldron / style-guide.js
Created January 24, 2011 18:20
Writing Idiomatic JavaScript
1. Two space soft indents (fake tabs) OR tabs... BUT NEVER BOTH - DO NOT MIX
2. Whitespace, Parens, Braces, Linebreaks
if/else/for/while/try always have spaces, braces and multiple lines.
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