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Attention is All You Need

Kush Choudhary 1UC1F3R616

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Attention is All You Need
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1UC1F3R616 / SOCKET-IO.md
Last active June 24, 2020 05:16

To stop CORS

socketio = SocketIO(app, cors_allowed_origins='*')

sending json from client to server on a particular namespace

@socketio.on('attendence_request', namespace='/attendence_namespace')
def take_attendence_from_user(json):
    print('\n\n\n\n\nUSER MESSAGE: {}'.format(str(json)))
@1UC1F3R616
1UC1F3R616 / openCV2.md
Last active February 9, 2020 13:17

Read Write and Destory

import cv2
import numpy as np

def debug(x):
    print('\n\n{}\n\n'.format(str(x)))

image = 'images/image2.jpg'
@1UC1F3R616
1UC1F3R616 / Firebase.md
Last active February 9, 2020 11:45

CRUD

# pip install python-firebase

from firebase import firebase

firebase = firebase.FirebaseApplication("https://hale-ivy-111111s.firebaseio.com/", None)

data = {
    'Name':'Kush',
@1UC1F3R616
1UC1F3R616 / Docker.md
Last active July 19, 2020 04:03

Installing Docker-CE in Kali Linux

curl -fsSL https://download.docker.com/linux/debian/gpg | sudo apt-key add -
echo 'deb [arch=amd64] https://download.docker.com/linux/debian buster stable' | sudo tee /etc/apt/sources.list.d/docker.list
sudo apt-get update
sudo apt-get install docker-ce

Check it's installed properly

# Expected behaviour: It's shows a message which includes success
@1UC1F3R616
1UC1F3R616 / MongoDB.md
Last active April 9, 2020 12:37
@1UC1F3R616
1UC1F3R616 / 18BCE0557_AssemblyCodes.md
Last active February 17, 2020 14:20

To get Time

MOV DL,':'    ; To Print : in DOS
MOV AH,02H
INT 21H

;Seconds Part
Seconds:
MOV AH,2CH    ; To get System Time
INT 21H
@1UC1F3R616
1UC1F3R616 / requests.md
Last active May 25, 2020 10:32

finding all available methods

import requests
HEADER = {'User-Agent': 'Mozilla/5.0 (Windows; U; Windows NT 5.1; en-US; rv:1.9.0.7) Gecko/2009021910 Firefox/3.0.7'}
r = requests.get('https://xkcd.com/353/') # headers = HEADER
print(help(r)) # *r* gives response

Content of the response




  


  




    


          
    

      

        
        

          

              @1UC1F3R616
          

          

            
                1UC1F3R616
                / IntroToArtificalIntelligenceML|DL|UsingTensorflow.md
            
            

              Last active
              April 4, 2020 21:02
            

          

        

      

        

  

      

    
    

  • A neural network is basically a set of functions which can learn patterns
    • 

  • TensorFlow allows developers to create dataflow graphs—structures that describe how data moves through a graph, or a series of processing nodes. Each node in the graph represents a mathematical operation, and each connection or edge between nodes is a multidimensional data array, or tensor.
    • 



NLP


Tokeniz


from tensorflow.keras.preprocessing.text import Tokenizer
sentences = [
  'i love my dog',
  'I, love my cat'



  


  




    


          
    

      

        
        

          

              @1UC1F3R616
          

          

            
                1UC1F3R616
                / AI from Great Learning.md
            
            

              Last active
              March 21, 2020 21:52
            

          

        

      

        

  

      

    
    

  • Linear vs Non-Linear Classifier
    • 

  • White vs Black box
    • 

  • Perceptron, it's types and failure

      

    • MCNeuron has no concepts of weight so it gives equal weight to all nodes. It has no bias layers, only input and output and step function
      • 

    

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  • Artificial Neural Network

      

    • Dense
      • 

    • Partial
      • 

    • Number of layers has no rule
      • 

    • By default Gradient Decent is used for error correction
      • 

    

    • 

  • Nothing but Matrix Algebra and a sequence of Matrix Operations
    • 




  


  




    


          
    

      

        
        

          

              @1UC1F3R616
          

          

            
                1UC1F3R616
                / HerokuHelpful.md
            
            

              Last active
              October 24, 2020 17:31
            

          

        

      

        

  

      

    
Flask-App (App with Backend written in PostgreSQL (orm-Flask-Sqlalchemy) | API | Sockets)


OS: Linux | Note: Details are not missing but it's that they are in my mind


    

  • Make sure You have cors code inside your Flask API's
    • 

  • Get a Heroku account and install the heroku cli.
    • 

  • Push code to a GitHub repo
    • 

  • requirements.txt and Procfile are must
    • 



pip freeze > requirements.txt


    

  • Procfile
    •