I hereby claim:
- I am fabiosato on github.
- I am fabiosato (https://keybase.io/fabiosato) on keybase.
- I have a public key ASDnsbprWQsVhTm_H1EhLWkrMvuVMWeBDVigT0NFoMRZFwo
To claim this, I am signing this object:
# Automaticlly install pptpd on Amazon EC2 Amazon Linux | |
# | |
# Ripped from http://blog.diahosting.com/linux-tutorial/pptpd/ | |
# pptpd source rpm packing by it's authors | |
# | |
# WARNING: | |
# first ms-dns setting to 172.16.0.23, 172.16.0.23 was showing on my | |
# /etc/resolv.conf, I'm not sure this is the same on all Amazon AWS zones. | |
# | |
# You need to adjust your "Security Groups" which you are using too. |
from sklearn.metrics import confusion_matrix, accuracy_score | |
from sklearn import cross_validation | |
# load sample dataset of digits | |
digits = datasets.load_digits() | |
# prepare datasets from training and for validation | |
X_train, X_test, y_train, y_test = cross_validation.train_test_split(digits.data, digits.target, test_size=0.4, random_state=0) | |
# runs the kNN classifier for even number of neighbors from 1 to 10 |
# extracted from http//www.naturalearthdata.com/download/110m/cultural/ne_110m_admin_0_countries.zip | |
# under public domain terms | |
country_bounding_boxes = { | |
'AF': ('Afghanistan', (60.5284298033, 29.318572496, 75.1580277851, 38.4862816432)), | |
'AO': ('Angola', (11.6400960629, -17.9306364885, 24.0799052263, -4.43802336998)), | |
'AL': ('Albania', (19.3044861183, 39.624997667, 21.0200403175, 42.6882473822)), | |
'AE': ('United Arab Emirates', (51.5795186705, 22.4969475367, 56.3968473651, 26.055464179)), | |
'AR': ('Argentina', (-73.4154357571, -55.25, -53.628348965, -21.8323104794)), | |
'AM': ('Armenia', (43.5827458026, 38.7412014837, 46.5057198423, 41.2481285671)), |
# Adds ubuntugis PPA for latest GIS packages | |
sudo add-apt-repository 'deb http://ppa.launchpad.net/ubuntugis/ppa/ubuntu xenial main' | |
sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 314DF160 | |
sudo apt update | |
sudo apt upgrade |
I hereby claim:
To claim this, I am signing this object: