warmlogic

# calculate and visualize silhouette score from k-means clustering.
# plots first two features in 2D and first three features in 3D.
# from: http://scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html

from sklearn.cluster import KMeans
from sklearn.metrics import silhouette_score, silhouette_samples
from mpl_toolkits.mplot3d import Axes3D

##### cluster data into K=1..K_MAX clusters #####
K_MAX = 10

cfperez

from sklearn.base import BaseEstimator,TransformerMixin

class LogTransformer(BaseEstimator,TransformerMixin):
    def __init__(self, constant=1, base='e'):
        from numpy import log,log10
        if base == 'e' or base == np.e:
            self.log = log
        elif base == '10' or base == 10:
            self.log = log10
        else:

dmargala

danielballan

#!/bin/bash

# Usage:
# sudo su
# export https_proxy=proxy:8888
# wget https://gist.githubusercontent.com/danielballan/c02c17f92650e21488a3/raw -O setup_conda.sh
# chmod +x setup_conda.sh
# rm -rf ~/.conda
# rm ~/.condarc
# ./setup_conda.sh

marcelinollano

#!/usr/bin/env ruby

# Usage:
#
# => brew install imagemagick
# => gem install anki2 kramdown rmagick image_optim image_optim_pack
# => chmod +x ./anki.rb
# => ./anki.rb questions.md

require 'rubygems'

model_selection.ipynb

cavedave

"This American carnage stops right here and stops right now." Donald Trump

Draw for yourself the pattern of how many people are murdered in the US each year

This code was made by Adam Pearce and the data comes from Homicide Trends in United States

zed

#!/usr/bin/env python
"""Find height, width of the largest rectangle containing all 0's in the matrix.

The algorithm for `max_size()` is suggested by @j_random_hacker [1].
The algorithm for `max_rectangle_size()` is from [2].
The Python implementation [3] is dual licensed under CC BY-SA 3.0
and ISC license.

[1]: http://stackoverflow.com/questions/2478447/find-largest-rectangle-containing-only-zeros-in-an-nn-binary-matrix#comment5169734_4671342

AustinRochford

mjnaderi

• Install "Syntax Highlighting for Code" plugin: https://ankiweb.net/shared/info/1463041493

• In the plugin's options (Tools > Syntax Highlighting Options), set:

  • Line numbers
  • Center code fragments
  • Use CSS classes

• Enter following HTML and CSS templates in Tools > Manage Note Types > Cards