When trying to create 4 clusters of random data, I am getting the following error message:
# Generate 4 clusters of random data.
from sklearn.datasets.samples_generator import make_blobs
data, _ = make_blobs(n_samples=300, centers=4,
cluster_std=0.60, random_state=0)
Error:
ModuleNotFoundError Traceback (most recent call last)
<ipython-input-2-f93335003f84> in <module>
1 # Generate 4 clusters of random data.
----> 2 from sklearn.datasets.samples_generator import make_blobs
3
4 data, _ = make_blobs(n_samples=300, centers=4,
5 cluster_std=0.60, random_state=0)
ModuleNotFoundError: No module named 'sklearn.datasets.samples_generator'
I have tried: pip install sckit-learn and pip install sckit-datasets
I have Anaconda 3, python 3.6 and PythonAdv environments on Git Bash on Windows.
Try using pip3
pip3 install -U scikit-learn
In the latest versions of scikit-learn, there is no module sklearn.datasets.samples_generator - it has been replaced with sklearn.datasets (see the docs); so, according to the make_blobs documentation, your import should simply be:
from sklearn.datasets import make_blobs
As a general rule, the official documentation is your best friend, and you should definitely consult it first before anything else.