karimkhanp

Name,Type,AWD,RWD,Retail Price,Dealer Cost,Engine Size (l),Cyl,Horsepower(HP),City Miles Per Gallon,Highway Miles Per Gallon,Weight,Wheel Base,Len,Width
Acura 3.5 RL 4dr,Sedan,0,0,43755,39014,3.5,6,225,18,24,3880,115,197,72
Acura 3.5 RL w/Navigation 4dr,Sedan,0,0,46100,41100,3.5,6,225,18,24,3893,115,197,72
Acura MDX,SUV,1,0,36945,33337,3.5,6,265,17,23,4451,106,189,77
Acura NSX coupe 2dr manual S,Sports Car,0,1,89765,79978,3.2,6,290,17,24,3153,100,174,71
Acura RSX Type S 2dr,Sedan,0,0,23820,21761,2,4,200,24,31,2778,101,172,68
Acura TL 4dr,Sedan,0,0,33195,30299,3.2,6,270,20,28,3575,108,186,72
Acura TSX 4dr,Sedan,0,0,26990,24647,2.4,4,200,22,29,3230,105,183,69
Audi A4 1.8T 4dr,Sedan,0,0,25940,23508,1.8,4,170,22,31,3252,104,179,70
Audi A4 3.0 4dr,Sedan,0,0,31840,28846,3,0,220,20,28,3462,104,179,70

karimkhanp

Hyperledger Fabric
  So Hyperledge fabric is platform which provide system which provide platform to create blockchain based products. 

  Hyperledger Fabric is a modular blockchain framework that acts as a foundation for developing blockchain-based products, solutions, and applications using plug-and-play components that are aimed for use within private enterprises.
  
What is Ethereum?
  Ethereum is a decentralized platform that runs smart contracts, applications that run exactly as programmed without possibility of downtime, censorship, fraud or third party interference.

Smart contract - 
  Smart contracts are lines of code that are stored on a blockchain and automatically execute when predetermined terms and conditions are met. At the most basic level, they are programs that run as they've been set up to run by the people who developed them

karimkhanp

from scipy.signal import butter, lfilter


def butter_bandpass(lowcut, highcut, fs, order=5):
    nyq = 0.5 * fs
    low = lowcut / nyq
    high = highcut / nyq
    b, a = butter(order, [low, high], btype='band')
    return b, a

karimkhanp

Textract installation - https://stackoverflow.com/questions/47483263/how-to-install-textract-in-python3

karimkhanp

What is dependant and independant variable - https://stats.stackexchange.com/questions/181932/how-do-you-choose-what-variables-are-dependent-independent-in-regression

Create model and see relationship among variables - https://towardsdatascience.com/create-a-model-to-predict-house-prices-using-python-d34fe8fad88f

karimkhanp

Flask rest API reference document - https://www.youtube.com/watch?v=s_ht4AKnWZg&feature=youtu.be

Creating cross validation on text category data  for precision recall f1 score - http://carrefax.com/articles-blog/2018/2/5/using-scikit-learn-on-your-own-text-data

flow diagram maker (Bringing workflow modeling and provenance management to scripting languages.) - http://try.yesworkflow.org/

Icons source - https://www.flaticon.com/search?word=classification

Set security group - https://www.youtube.com/watch?v=1lwaQ9NQw94

karimkhanp

https://polyglot.readthedocs.io/en/latest/Sentiment.html

karimkhanp

[![Build Status](https://travis-ci.org/joemccann/dillinger.svg?branch=master)](https://travis-ci.org/joemccann/dillinger)

Objective of this Software code is to perform data classification on Consumer complain data available on https://www.consumerfinance.gov/data-research/consumer-complaints/ . There are two main classifer here

  - Product classifier
  - Issue classifer 

Product is the type of products the consumer identified in the complaint
Issue is the type of issues the consumer identified in the complaint

karimkhanp

https://www.ranks.nl/stopwords

karimkhanp

a = u'\xd8\xad\xd9\x83\xd9\x88\xd9\x85\xd8\xa9 \xd9\x85\xd8\xad\xd9\x85\xd8\xaf \xd8\xa8\xd9\x86 \xd8\xb3\xd9\x84\xd9\x85\xd8\xa7\xd9\x86 \xd8\xa3\xd9\x86\xd9\x81\xd9\x82\xd8\xaa \xd9\x85\xd9\x84\xd9\x8a\xd8\xa7\xd8\xb1\xd8\xa7\xd8\xaa \xd8\xa7\xd9\x84\xd8\xaf\xd9\x88\xd9\x84\xd8\xa7\xd8\xb1\xd8\xa7\xd8\xaa \xd9\x84\xd8\xaf\xd8\xb9\xd9\x85 \xd8\xb3\xd9\x88\xd9\x82 \xd8\xa7\xd9\x84\xd8\xa3\xd8\xb3\xd9\x87\xd9\x85 \xd8\xa7\xd9\x84\xd9\x85\xd8\xad\xd9\x84\xd9\x8a\xd8\xa9 \xd9\x88\xd9\x85\xd9\x88\xd8\xa7\xd8\xac\xd9\x87\xd8\xa9 \xd9\x85\xd9\x88\xd8\xac\xd8\xa7\xd8\xaa \xd8\xa7\xd9\x84\xd8\xa8\xd9\x8a\xd8\xb9 \xd8\xa8\xd8\xb9\xd8\xaf \xd9\x85\xd9\x82\xd8\xaa\xd9\x84\xe2\x80\xa64'
def convert(s):
   try:
       return s.group(0).encode('latin1').decode('utf8')
   except:
       return s.group(0)

a = re.sub(r'[\x80-\xFF]+', convert, a)
print a.encode('utf8')