mmourafiq

from myapp.models.musicians import Musician
from myapp.models.albums import Album

mmourafiq

    yf = YahooFinance('GOOG,MSFT')
    print yf.get_symbols()    
>> GOOG+MSFT
    yf.add_symbol('AAPL')
    print yf.get_symbols()    
>> GOOG+AAPL+MSFT
    yf.remove_symbol('GOOG')    
    print yf.get_symbols()         
>> AAPL+MSFT
    print yf.get_ask()

mmourafiq

import scipy
from yahoo_finance import YahooFinance

VALUE_TYPE = {'Date': 0, 'Open': 1, 'High': 2, 'Low': 3, 'Close': 4, 'Volume': 5, 'Adj_Close': 6}
start_date = "20121101"
end_date = "20121201"
yf = YahooFinance("AAPL")

for (symb, data) in yf.get_historical_prices(start_date, end_date): #get historical data from yahoo finance
    

mmourafiq

import scipy
from yahoo_finance import YahooFinance


VALUE_TYPE = {'Date': 0, 'Open': 1, 'High': 2, 'Low': 3, 'Close': 4, 'Volume': 5, 'Adj_Close': 6}
start_date = "20121101"
end_date = "20121201"

yf = YahooFinance("AAPL,GOOG,GLD,USO")
percent = scipy.array([0.25, 0.15, 0.4, 0.2]) #investment distribution portfolio 

mmourafiq

def brute_force(self):
    """
    check all possibilities:
    1) best solution for combination of 2 stories (if it exists).
    2) best solution for combination of 3 stories (if it exists).
    .
    .
    l-1) best solution for combination of l-1 stories (if it exists).
    l : being the length of the current stories.
    """

mmourafiq

def annealing_simulated(self, T=1000.0,cool=0.35):
    """
    perform the annealing simulated algorithm:
    1) start with a random solution.
    2) move to a neighbour solution.
    (favors better solutions, and accepts worst solutions with a certain probabilities
    to avoid local minimum until the temperature is totally down)
    """
    #order stories based on their proportioned score
    ordered_stories = sorted(self._stories, reverse=True)

mmourafiq

# -*- coding: utf-8 -*-
'''
Created on Jan 11, 2013

@author: Mourad Mourafiq

About: This is an attempt to solve the Quora challenge Feed Optimizer.
'''
import itertools
import copy

mmourafiq

class Story(object):
    """
    Story object 
    
    @type _cpt: int
    @param _cpt: counts the number of instance created.
    
    @type _height: int
    @param _height: The stroy's height.
        

mmourafiq

class Solution(object):
    """
    Potential solution for the upcoming reload
    
    @type _stories: list
    @param _stories: The list of potential items.

    @type _len_stories : int
    @param _len_stories: The length of the list of stories.    
    

mmourafiq

class Topic(object):
    """
    Topic
    
    @type _id: int
    @param _id: the id of the topic
    
    @type _x: float
    @param _x: the x coordinate in the plane