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prempv/README.md

Hi there 👋

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  1. dgl_kge dgl_kge Public

    Python 1

  2. extractive-sentence-summarization extractive-sentence-summarization Public

    Forked from josiahdavis/extractive-sentence-summarization

    Jupyter Notebook

  3. Elbow points experimentation script Elbow points experimentation script
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    # %% **************************************************************************
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    from matplotlib import colors
    
              
    
              
    
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    import pandas as pd
    
              
    
              
    
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    import numpy as np
    
              
    
          
    
    
    
  
    

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        Convert cosine scores to classes and...  Convert cosine scores to classes and confidence of class      
    

          
    
              
    
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    a = [0, 0.1, 0.24, 0.3, 0.66, 0.99, 0.83335, 1]
    
              
    
              
    
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    [
    
              
    
              
    
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        (
    
              
    
              
    
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            round(i * 3 + 1),
    
              
    
          
    
    
    
  
    

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        Python code that implements multipro...  Python code that implements multiprocessing with Task Queues and Result Queues. It creates 5 worker processes, that picks an item from the task list (input_queue), processes it, and adds the result to output_queue.      
    

          
    
              
    
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    from multiprocessing import Process, Queue
    
              
    
              
    
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    from time import sleep
    
              
    
              
    
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    from random import random
    
              
    
              
    
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    class Worker(Process):
    
              
    
          
    
    
    
  
    

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        word phrases / bigrams sampling  word phrases / bigrams sampling      
    

          
    
              
    
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    # Source: https://github.com/chrisjmccormick/word2vec_commented/blob/master/word2phrase.c#L389
    
              
    
              
    
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     *   In this step, we go back through the training text again, and evaluate
    
              
    
              
    
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     *   whether each word combination should be turned into a phrase.
    
              
    
              
    
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     *   We are trying to determine whether words A and B should be turned into 
    
              
    
          
    
    
    
  
    

    7.