tyler1zhang

def e_step(dic):
    
    numerator = dic['pb_pa'] * (1-dic['pc_pb'])
    denorminator = numerator + (1 - dic['pb_pa'])*(1-dic['pc_nb'])
    
    dic['pb_panc'] = round(numerator/denorminator,5)
    return dic['pb_panc']

def m_step(dic):
    dic['pb_pa'] = round((dic['pb_panc'] + 1)/3, 5)

tyler1zhang

import numpy as np

def find_prob(prob_dic, string):
    dic = {'p':'n', 'n':'p'}
    
    neg_str = dic[string[0]] + string[1:]
    
    prob =  prob_dic.get(string)
    
    # for key not exist, need to use neg_status prob to calc

tyler1zhang

# coding=utf-8

class TreeNode:
    def __init__(self, name='root', data=None, parent=None, children=None):
        self.name = name
        self.data = data
        
        if parent:
            assert isinstance(parent, TreeNode)
            parent.add_child(self)

tyler1zhang

from math import sqrt
from itertools import islice
from datetime import datetime
#%matplotlib inline
import numpy as np
import matplotlib.pyplot as plt


#################### iterable classes ####################
# method mentioned in previous class

tyler1zhang

# Hello World program in Python

from math import sqrt
    
e_num = int(input())
#print(e_num)
engineers = []
for i in range(e_num):
    a = input().split(" ")
    b = [int(x) for x in a]

tyler1zhang

from time import sleep
from simpleeval import simple_eval
from termcolor import colored
import random
from googletrans import Translator


################# Define a BasicBot with few attributes which could be used for all classes ##################
class BasicBot: