module 'umap' has no attribute 'UMAP'

[renzha-miun]

I tried to run the example code published at https://www.kaggle.com/jack89roberts/the-journey-of-an-image-through-a-neural-network/notebook, but I got a error: "module 'umap' has no attribute 'UMAP'"

Here is the information.

Input...Traceback (most recent call last): File "/Users/renzha/Library/Application Support/JetBrains/PyCharmCE2021.2/scratches/visualization of cnn.py", line 484, in nvis.umap_layers(range(251)) File "/Users/renzha/Library/Application Support/JetBrains/PyCharmCE2021.2/scratches/visualization of cnn.py", line 244, in umap_layers pipe_out = umap.UMAP ().fit_transform (pipe_in) AttributeError: module 'umap' has no attribute 'UMAP'

How to solve the problem? Thank you.

[renzha-miun]

just found out that umap-learn need to be installed.

[ranabanik]

I had umap 0.1.1 installed. But had the same error. Then installed umap-learn 0.5.2. Still got the error and then uninstalled umap. It worked.

from umap import UMAP

[agombert]

from this answer

pip uninstall umap
pip install umap-learn

import umap.umap_ as umap

[ImChet]

I am not able to get this working with anything that I try. I have umap-learn installed, not umap. I have tried importing as above, no luck. Any ideas?

my error is this:

AttributeError: module 'umap' has no attribute 'UMAP'

[vaaale]

This worked for me:

from umap.umap_ import UMAP

[chandrasekarnarayana]

pip install umap-learn is still giving error pip install umap-learn==0.5.2 worked for me.

[jayant-yadav]

@lmcinnes please apply a patch so that beginners like me can at least start using this awesome library.

[imaspol]

Nothing of proposed works for me

[Terrence-zzh]

pip install umap-learn is still giving error pip install umap-learn==0.5.2 worked for me.

my python version is 3.7, and only the method works for me. Thanks for you.

[mattolson93]

If you are a fool like me and named your experiment umap.py that will cause this issue as well.