Proteusiq

from sklearn.base import BaseEstimator, ClassifierMixin

class HurdleRegression(BaseEstimator, ClassifierMixin):  
    '''Regression classifier that deals with large amount of zeros
     
      Finds the probabilites of zeros and multiply with predicted regression'''

    def __init__(self, cls_model, reg_model, cls_params=None, reg_params=None):
        '''
        Called when initializing the classifier

Proteusiq

from functools import singledispatch


@singledispatch
def tasks(arg, verbose=False):
	if verbose:
		print(f'{arg} pong! Title it is.')
	return arg.title()
	
@tasks.register(int)

Proteusiq

import random
from PIL import Image
import requests


import images

listofimages = [item for key, item in images.images.items()]

Proteusiq

# Update and Upgrade
sudo apt update && sudo apt upgrade --yes

# Get Miniconda and make it the main Python interpreter
wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh
bash ~/miniconda.sh -b -p ~/miniconda

# Remove the script
rm ~/miniconda.sh

Proteusiq

from datetime import datetime
import json
import hashlib
import uuid

from itsdangerous import URLSafeSerializer

class Block:
	'''Basic Block Chain
	

Proteusiq

import numpy as np
import matplotlib.pyplot as plt


plt.style.use('ggplot')

def get_yhats(weight,bias, predictors):
	return  bias + weight*predictors

def mse(predicted_values,actual_values):

Proteusiq

# simple script to get lats and lngs from address
# auth.py contains a variable GOOGLEMAPKEY with 
# Googlemap API key(auth.py must be gitignored as 
# it plays the role of os.environ)

import requests
import auth

s  = requests.Session()

Proteusiq

def binet(n):
	''' Binet's Formula
	Deduce the nth Fibonacci number, without calculating the preceding numbers.
	'''
	
	PHI = (1 + 5**0.5)/2
	
	return  int(round((PHI**n - (1-PHI)**n) / 5**0.5))
	

Proteusiq

# Advance Python:  Tips and Tricks
# Author: Prayson W. Daniel (github.com/proteusiq)
# Objective: We want functions to be activate/executed when we experience change in X
# Note: we can run functions in threads or asynchronic to avoid blocking (if that's wanted behavior)


from events import Events

Proteusiq

'''
Example of Wrappers
'''

from functools import wraps
from datetime import datetime
import time

def verbose_timeit(func):
    @wraps(func)