In [1]:

    

%load_ext ipylatex


    

In [2]:

    

import numpy as np   
from pylatex import Document, TikZ, Axis, Plot

coordinates = np.random.rand(20,2)


    

In [3]:

    

%%pylatex --size 500,500

doc = Document(documentclass='standalone')

with doc.create(TikZ()):
     plot_options = 'only marks, height=6cm, width=6cm, grid=major'
     with doc.create(Axis(options=plot_options)) as plot:
        
         plot.append(Plot(name='random', coordinates=coordinates))
    
generate_document(doc)


    

    












    





./tmpHCgRuZ/

  tikz.tex

  tikz.pdf

  tikz.svg

  tikz.jpg

  tikz.png

In [4]:

    

%%pylatex --size 500,500

doc = Document(documentclass='standalone')

with doc.create(TikZ()):
     plot_options = 'height=6cm, width=6cm, grid=major'
     with doc.create(Axis(options=plot_options)) as plot:
         plot.append(Plot(name='model', func='-x^5 - 242'))

         coordinates = [
                        (-4.77778, 2027.60977),
                        (-3.55556, 347.84069),
                        (-2.33333, 22.58953),
                        (-1.11111, -493.50066),
                        (0.11111, 46.66082),
                        (1.33333, -205.56286),
                        (2.55556, -341.40638),
                        (3.77778, -1169.24780),
                        (5.00000, -3269.56775),
                       ]
                           
         plot.append(Plot(name='estimate', coordinates=coordinates))
    
generate_document(doc)


    

    












    





./tmpGFdqUn/

  tikz.tex

  tikz.pdf

  tikz.svg

  tikz.jpg

  tikz.png

In [5]:

    

%%pylatex --size 350,350

doc = Document(documentclass='standalone')

with doc.create(TikZ()):
     plot_options = 'ybar, height=6cm, width=6cm, grid=major'
     with doc.create(Axis(options=plot_options)) as plot:

         coordinates = [
                        (-4.77778, 2027.60977),
                        (-3.55556, 347.84069),
                        (-2.33333, 22.58953),
                        (-1.11111, -493.50066),
                        (0.11111, 46.66082),
                        (1.33333, -205.56286),
                        (2.55556, -341.40638),
                        (3.77778, -1169.24780),
                        (5.00000, -3269.56775),
                       ]
                           
         plot.append(Plot(name='estimate', coordinates=coordinates))
    
generate_document(doc)


    

    












    





./tmpRhU2Wj/

  tikz.tex

  tikz.pdf

  tikz.svg

  tikz.jpg

  tikz.png