How to use Pelican on GitHub Pages 
Author: Josef Jezek
sudo apt-get install python-setuptools
| import pafy | |
| from pydub import AudioSegment | |
| import argparse | |
| # construct the argument parser and parse the arguments | |
| ap = argparse.ArgumentParser() | |
| ap.add_argument("-u", "--url", required=True, help="download link") | |
| args = vars(ap.parse_args()) | |
| iris["Species"] = iris["Species"].map({"Iris-setosa":0,"Iris-virginica":1,"Iris-versicolor":2}) |
| # Implementation of a simple MLP network with one hidden layer. Tested on the iris data set. | |
| # Requires: numpy, sklearn>=0.18.1, tensorflow>=1.0 | |
| # NOTE: In order to make the code simple, we rewrite x * W_1 + b_1 = x' * W_1' | |
| # where x' = [x | 1] and W_1' is the matrix W_1 appended with a new row with elements b_1's. | |
| # Similarly, for h * W_2 + b_2 | |
| import tensorflow as tf | |
| import numpy as np | |
| from sklearn import datasets | |
| from sklearn.model_selection import train_test_split |
| from datetime import datetime | |
| def post_name(name): | |
| """ | |
| This will generate your github post name. | |
| example: |
| set nocompatible " be iMproved, required | |
| filetype off " required | |
| set exrc | |
| set rtp+=~/.vim/bundle/Vundle.vim | |
| call vundle#begin() | |
| " ==== PLUGINS ==== | |
| Plugin 'VundleVim/Vundle.vim' | |
| Plugin 'vim-scripts/L9' |
| # USAGE | |
| # python face_detection.py --image face1.jpg | |
| # import the necessary packages | |
| # from imutils import face_utils | |
| # import numpy as np | |
| import argparse | |
| import imutils | |
| import dlib | |
| import cv2 |
| '''Trains a simple convnet on the MNIST dataset. | |
| Gets to 98.97% test accuracy after 12 epochs | |
| ''' | |
| from __future__ import print_function | |
| import keras | |
| from keras.datasets import mnist | |
| from keras.models import Sequential | |
| from keras.layers import Dense, Dropout, Flatten |

Author: Josef Jezek
sudo apt-get install python-setuptools