sidharthshah

import re
import ssl
from urllib import request

seedlist = ['https://scrapy.org/']

def extract_urls(url):
    """
    this function is used to extract URLs from HTML
    """

sidharthshah

parser.add_argument('-v', '--verbose', action='count', default=0)
parser.add_argument('-q', '--quiet', action='count', default=0)

logging_level = logging.WARN + 10*args.quiet - 10*args.verbose

# script -vv -> DEBUG
# script -v -> INFO
# script -> WARNING
# script -q -> ERROR
# script -qq -> CRITICAL

sidharthshah

def numeric_encoding(some_string):
    mappings = {"A": "1", "G": "2", "C": "3", "T": "4"}
    results = ""
    for current in some_string:
        results += mappings[current]
    return results

numeric_encoding("AGCTTCA")

sidharthshah

# This is example from https://developers.google.com/sheets/api/quickstart/python

"""
Shows basic usage of the Sheets API. Prints values from a Google Spreadsheet.
"""
from __future__ import print_function
from apiclient.discovery import build
from httplib2 import Http
from oauth2client import file, client, tools

sidharthshah

• GEOFF HILTON {Father of DNN}
• MLP {Multi Layered Perceptron} -> Vanialla Neural Network
• Problem of Vanishing Gradient {This is what RBM Solves}

Unsupervised

RBM {Extract features and reconstruct inputs}

• Forward/Backward Phase

sidharthshah

# Grammar Based Natural Language Query Parser
# Background: I've implemented a better search engine for an eCommerce Site. There was a legacy code which had lot of 
# if-else blocks. By using Grammer based parsing code I was able to reduce Line of Codes for Module and 
# make it more extensible and maintainable

# Ref:
# 1. http://infohost.nmt.edu/tcc/help/pubs/pyparsing/pyparsing.pdf
# 2. http://q3k.org/gentoomen/Programming/Python/Getting%20Started%20with%20Pyparsing%20(2007).pdf
from pyparsing import Word, alphas, oneOf

sidharthshah

# This is Readable
>>> nums = []
>>> for i in range(1000):
...     nums.append(random.randint(1, 1000))
...

# This is not readable
num_1 = [random.randint(1, 1000) for i in range(1000)]

# Traditional way of doing things

sidharthshah

environmental change
resistor ladder
effects of high altitude on humans
mendelian inheritance
pellucidar
ryōji noyori
aphthous stomatitis
holonomic brain theory
umbilicus (mollusc)
destroy all humans!

sidharthshah

//Vars relating to IO
int START_PIN = 10;
int DONE_PIN = 9;
int WIP_PIN = 8; 
int BUZZER_PIN = 13;
int BUTTON_PIN = 2; 

//Vars related to Button
int buttonState = HIGH;
int lastButtonState = HIGH; 

sidharthshah

//Vars relating to IO
int START_PIN = 10;
int DONE_PIN = 9;
int WIP_PIN = 8; 
int BUZZER_PIN = 13;
int BUTTON_PIN = 2; 

//Vars related to Button
int buttonState;
int lastButtonState = LOW;