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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 / PostgreSQLinPy.md
Last active June 4, 2021 13:44

Commiting in model

new_user = Users(username=username_, password=password_, email=email_) # Users is Model Class
db.session.add(new_user) # Not yet commited
db.session.commit()

Queries

Query All

all_users = Users.query.all()
@1UC1F3R616
1UC1F3R616 / FlaskTips.md
Last active April 3, 2020 08:44
@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
@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
  • 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 / 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 graphsβ€”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 / 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
                / 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



  


  




    


          
    

      

        
        

          

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                1UC1F3R616
                / MongoDB.md
            
            

              Last active
              April 9, 2020 12:37
            

          

        

      

        

  

      

    
  


  




    


          
    

      

        
        

          

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                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



  


  




    


          
    

      

        
        

          

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                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',