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@textarcana
textarcana / devops_borat.dat
Created March 7, 2017 09:10
The wisdom of Devops Borat (RIP, may Taichi Ohno himself carry him into Valhalla!) condensed in fortune cookie format without any @ messages included. Just the goofiest random shit :)
I remember very clear I cry when I finish volume 3 of Knuth.
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I am work on CSS SQL.
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First sign of depression in devops is denial: you start of ignore Nagios alert.
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In devops language is not success unless is another language++.
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In devops you are addict to graph if first thought after orgasm is send duration and intensity to Graphite.
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@ramhiser
ramhiser / one-hot.py
Last active April 7, 2021 06:44
Apply one-hot encoding to a pandas DataFrame
import pandas as pd
import numpy as np
from sklearn.feature_extraction import DictVectorizer
def encode_onehot(df, cols):
"""
One-hot encoding is applied to columns specified in a pandas DataFrame.
Modified from: https://gist.github.com/kljensen/5452382
@bsweger
bsweger / useful_pandas_snippets.md
Last active October 6, 2025 13:44
Useful Pandas Snippets

Useful Pandas Snippets

A personal diary of DataFrame munging over the years.

Data Types and Conversion

Convert Series datatype to numeric (will error if column has non-numeric values)
(h/t @makmanalp)

@MLnick
MLnick / sklearn-lr-spark.py
Created February 4, 2013 14:29
SGD in Spark using Scikit-learn
import sys
from pyspark.context import SparkContext
from numpy import array, random as np_random
from sklearn import linear_model as lm
from sklearn.base import copy
N = 10000 # Number of data points
D = 10 # Numer of dimensions
ITERATIONS = 5