Luís Gonçalves luisfredgs

## README.md

      
              1 file
            
          
              2 forks
            
          
              20 comments
            
          
              33 stars
            
          
                peterjliu
                / README.md
            
            
              Last active
              April 25, 2023 18:03
            
          
    Shortlink: goo.gl/wSuuS9
Supplementary Materials for Generating Wikipedia by Summarizing Long Sequences

The github repository can be found at https://github.com/tensorflow/tensor2tensor/tree/master/tensor2tensor/data_generators/wikisum

  
## confusion_matrix_pretty_print.py
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns

def print_confusion_matrix(confusion_matrix, class_names, figsize = (10,7), fontsize=14):
    """Prints a confusion matrix, as returned by sklearn.metrics.confusion_matrix, as a heatmap.

    Note that due to returning the created figure object, when this funciton is called in a
    notebook the figure willl be printed twice. To prevent this, either append ; to your
    function call, or modify the function by commenting out the return expression.

## compress-pdf-with-gs.md

      
              1 file
            
          
              49 forks
            
          
              24 comments
            
          
              282 stars
            
          
                guifromrio
                / compress-pdf-with-gs.md
            
            
              Created
              August 30, 2013 14:39
            
              
                Compress PDF files with ghostscript
              
          
    This can reduce files to ~15% of their size (2.3M to 345K, in one case) with no obvious degradation of quality.
ghostscript -sDEVICE=pdfwrite -dCompatibilityLevel=1.4 -dPDFSETTINGS=/printer -dNOPAUSE -dQUIET -dBATCH -sOutputFile=output.pdf input.pdf

Other options for PDFSETTINGS:

/screen selects low-resolution output similar to the Acrobat Distiller "Screen Optimized" setting.
/ebook selects medium-resolution output similar to the Acrobat Distiller "eBook" setting.
/printer selects output similar to the Acrobat Distiller "Print Optimized" setting.
/prepress selects output similar to Acrobat Distiller "Prepress Optimized" setting.
	import pandas as pd
	import matplotlib.pyplot as plt
	import seaborn as sns

	def print_confusion_matrix(confusion_matrix, class_names, figsize = (10,7), fontsize=14):
	"""Prints a confusion matrix, as returned by sklearn.metrics.confusion_matrix, as a heatmap.

	Note that due to returning the created figure object, when this funciton is called in a
	notebook the figure willl be printed twice. To prevent this, either append ; to your
	function call, or modify the function by commenting out the return expression.