Attribute Error

Hi there, these are my system specs: macOS Sierra 10.12.3 (16D32)

I have installed umap through pip. When I try to run it this the error message that comes up. I’m unsure what the problem is, any ideas?

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
<ipython-input-10-68ef34dfa695> in <module>()
     16         umap_mfccs = get_scaled_umap_embeddings(mfcc_features,
     17                                                 neighbours,
---> 18                                                 distances)
     19         umap_embeddings_mfccs.append(umap_mfccs)
     20 

<ipython-input-10-68ef34dfa695> in get_scaled_umap_embeddings(features, neighbour, distance)
      1 def get_scaled_umap_embeddings(features, neighbour, distance):
      2 
----> 3     embedding = umap.UMAP(n_neighbors=neighbour,
      4                           min_dist = distance,
      5                           metric = 'correlation').fit_transform(features)

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

[matiasdahl]

I also had the same issue (import umap; umap.UMAP returns AttributeError: module 'umap' has no attribute 'UMAP') (MacOS, High Sierra, installed via pip).

As a workaround import umap.umap_ as umap seems to work instead of import umap

[lmcinnes]

Hi, I can’t say for sure but potentially it may be that you actually have the wrong umap. Due to name collisions the UMAP algorithm code is under the name umap-learn on PyPI so if you did

pip install umap

you will get a different package that does not to what you want.

If that is the case then you’ll want

pip uninstall umap
pip install umap-learn

If that is not the problem then there is something else wrong that is going to be harder to diagnose. Either way, please let me know, and sorry about the naming confusion on pip.