nipunbatra

"""
========================================
Unfair Casino Problem using Discrete HMM
========================================

This script shows how to use Decoding in a Discrete(Multinomial) HMM, which means
given the model parameters and an observed sequence we wish to find the most likely hidden state sequence
generating the same.
It uses the model given in http://www.rose-hulman.edu/~shibberu/MA490/MA490HMM.html#Example_Dishonest_Casino_
One may also refer to a great lecture series at http://vimeo.com/7175217

nipunbatra

import subprocess,time
import shutil
import time

#Number of lines to tail
NUMLINES_TAIL="1000"
FILE_PATH="/home/nipun/Desktop/OZW_log.txt"
SLEEP_TIME=20

while True:

nipunbatra

{
 "metadata": {
  "name": "HMM_Viterbi"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {

nipunbatra

{
 "metadata": {
  "name": "AdaBoost"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {

nipunbatra

nipunbatra

nipunbatra

#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
#  pegasos.py
#  
#  Copyright 2013 nipun batra <[email protected]>
#  
#  This program is free software; you can redistribute it and/or modify
#  it under the terms of the GNU General Public License as published by
#  the Free Software Foundation; either version 2 of the License, or

nipunbatra

import requests
files = {'Data': open(filename, 'rb')}
r = requests.post('http://sensoract.iiitd.edu.in:9004', files=files)
print r

nipunbatra

import glob
import os
import time
import MySQLdb
DATA_PATH='/home/nipun/Desktop/'
THRESHOLD_TIME=300
connection = MySQLdb.Connect(host='', user='root', passwd='password', db='smart_meter_data',local_infile = 1)
cursor = connection.cursor()
folders=os.listdir(DATA_PATH)

nipunbatra

'''Importing the functions to be unit tested'''
from smart_meter import create_header_row
from nose import with_setup

'''Creating a setup method to initialize variables which can be used more than once during multiple tests'''
def setup_lists():
	global parameter_list, parameter_numbers
	parameter_list=["timestamp","W","W1","A1"]
	parameter_numbers=[1,2]