def box_full(df):
ast.box(data=df,
x='A',
y='even',
hue='odd',
style='astetik',
dpi=72,
title='This is a title',
sub_title='And this a subtitle',
x_label='this is x label',
y_label='and this y',
legend=False,
x_scale='log',
y_scale='symlog',
x_limit=1,
y_limit=[1, 21])
def plot_box(self, x, y='val_acc', hue=None):
'''A box plot with data on two axis
x = data for the x axis
y = data for the y axis
hue = data for the hue separation
'''
return box(self.data, x, y, hue)
def test_simple_minimal(df):
ast.corr(df)
ast.kde(data=df, x='A')
ast.hist(df, x='A')
ast.pie(df, x='other')
ast.swarm(df, x='A', y='B', hue='even')
ast.scat(df, x='A', y='B', hue='even')
ast.line(df, x='A')
ast.grid(df, x='A', y='B', col='even')
ast.box(df, x='odd', y='A', hue='even')
ast.violin(df, x='odd', y='A', hue='even')
ast.strip(df, x='odd', y='B', hue='even')
ast.count(df, x='cats')
ast.bargrid(df, x='even', y='B', hue='other', col='odd')
ast.overlap(df, x='A', y='B', label_col='other')
ast.multikde(df, x='A', label_col='even')
ast.compare(df, x='A', y=['B', 'C'], label_col='other')
ast.multicount(df, x='even', hue='odd', col='other')
def plot_box(self, x, y, hue=None):
'''A box plot with data on two axis
x = data for the x axis
y = data for the y axis
hue = data for the hue separation
'''
try:
import astetik as ast
return ast.box(self.data, x, y, hue)
except RuntimeError:
print('Matplotlib Runtime Error. Plots will not work.')