ashishraste

#This is for training.     Calculate all probabilities and store them in a vector. Better to store it in a file  for easier access 
from __future__ import division
import sys,os
''' 
1. The spam and non-spam is already 50%  . So they by default are 0.5
2. Now we need to calculate probability of each word    , in spam and non-spam separately
  2.1  we can make two dictionaries, defaultdicts basically,  for spam and non-spam 
  2.2 When time comes to calculate probabilities, we just need to substitute values
'''
from collections import *