def kde_full(df):
ast.kde(data=df,
x='C',
cumulative=True,
palette='Reds',
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)
ast.kde(data=df,
x='A',
y='B',
palette='Reds',
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, 199])
def plot_kde(self, x, y=None):
'''Kernel Destiny Estimation type histogram with
support for 1 or 2 axis of data'''
try:
import astetik as ast
return ast.kde(self.data, x, y)
except RuntimeError:
print('Matplotlib Runtime Error. Plots will not work.')
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_kde(self, x=None, y=None, title='', x_label='', y_label=''):
'''Kernel Destiny Estimation type histogram with
support for 1 or 2 axis of data'''
try:
import astetik as ast
return ast.kde(self.data, x=x, y=y, title=title, x_label=x_label, y_label=y_label)
except RuntimeError:
print('Matplotlib Runtime Error. Plots will not work.')
def plot_kde(self, x='val_acc', y=None):
'''Kernel Destiny Estimation type histogram with
support for 1 or 2 axis of data'''
return kde(self.data, x, y)