I have this warning that shows up whenever I try to use distplot
from seaborn
, and I can't seem to figure out what I'm doing wrong, sorry if it's simple.
Warning:
FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use
arr[tuple(seq)]
instead ofarr[seq]
. In the future this will be interpreted as an array index,arr[np.array(seq)]
, which will result either in an error or a different result. return np.add.reduce(sorted[indexer] * weights, axis=axis) / sumval
Here a reproducible example:
import numpy as np
import pandas as pd
import random
import seaborn as sns
kde_data = np.random.normal(loc=0.0, scale=1, size=100) # fake data
kde_data = pd.DataFrame(kde_data)
kde_data.columns = ["value"]
#kde_data.head()
Now, the plot is correct, but I keep getting the warning
above and use arr[tuple(seq)]
instead of arr[seq]
doesn't help me much.
sns.distplot(kde_data.value, hist=False, kde=True)
I'm working on Jupyter, and this are the modules versions:
seaborn==0.9.0
scipy==1.1.0
pandas==0.23.0
numpy==1.15.4
You are not doing anything wrong. Currently there is no way to get rid of this warning, other than possibly suppressing it.
What this tells you is that seaborn uses a scipy function that will change behaviour in the future due to a change made in a recent numpy version. What I expect to happen here is that in a future scipy release that function will be changed to work nicely with any past of future numpy version. Until then you may just decide to live with the warning. It will not deteriorate the plotting results in any way.
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