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hamedR96 / ANTM

Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to compute clusters of semantically similar documents at different periods, and aligns document clusters to represent topic evolution.
MIT License
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Questions about running the ANTM model example #5

Closed zdf737477 closed 10 months ago

zdf737477 commented 10 months ago

Sorry to bother you, I encountered the following problem when running the ANTM model example. How can I solve it? Thank you very much.

Aligned Dimension Reduction is initialized... Traceback (most recent call last): File "D:\TopicModel\ANTM-main\ExampleDemo\123.py", line 17, in topics_per_period=model.fit(save=True) ^^^^^^^^^^^^^^^^^^^^ File "D:\TopicModel\ANTM-main\antm\main.py", line 85, in fit self.umap_embeddings_clustering, self.umap_embeddings_visulization = aligned_umap( ^^^^^^^^^^^^^ File "D:\TopicModel\ANTM-main\antm\aligned_clustering_layer.py", line 11, in aligned_umap model_umap_clustering = umap.aligned_umap.AlignedUMAP( ^^^^^^^^^^^^^^^^^ AttributeError: module 'umap' has no attribute 'aligned_umap'

Process finished with exit code 1

Allaa-boutaleb commented 10 months ago

Hey there! Have you installed umap using umap-learn?

Try these following commands:

pip uninstall umap
pip install umap-learn

Let me know if it works. :)

zdf737477 commented 10 months ago

Hey there! Have you installed umap using umap-learn?

Try these following commands:

pip uninstall umap
pip install umap-learn

Let me know if it works. :)

I ran these commands“ > pip uninstall umap

pip install umap-learn”，but still got the following error： Aligned Dimension Reduction is initialized... Traceback (most recent call last): File "D:\TopicModel\ANTM-main\ExampleDemo\123.py", line 17, in topics_per_period=model.fit(save=True) ^^^^^^^^^^^^^^^^^^^^ File "D:\TopicModel\ANTM-main\antm\main.py", line 85, in fit self.umap_embeddings_clustering, self.umap_embeddings_visulization = aligned_umap( ^^^^^^^^^^^^^ File "D:\TopicModel\ANTM-main\antm\aligned_clustering_layer.py", line 11, in aligned_umap model_umap_clustering = umap.aligned_umap.AlignedUMAP( ^^^^^^^^^^^^^^^^^ AttributeError: module 'umap' has no attribute 'aligned_umap'

Process finished with exit code 1

zdf737477 commented 10 months ago

I ran these commands“ > pip uninstall umap

pip install umap-learn”，but still got the following error： Aligned Dimension Reduction is initialized... Traceback (most recent call last): File "D:\TopicModel\ANTM-main\ExampleDemo\123.py", line 17, in topics_per_period=model.fit(save=True) ^^^^^^^^^^^^^^^^^^^^ File "D:\TopicModel\ANTM-main\antm\main.py", line 85, in fit self.umap_embeddings_clustering, self.umap_embeddings_visulization = aligned_umap( ^^^^^^^^^^^^^ File "D:\TopicModel\ANTM-main\antm\aligned_clustering_layer.py", line 11, in aligned_umap model_umap_clustering = umap.aligned_umap.AlignedUMAP( ^^^^^^^^^^^^^^^^^ AttributeError: module 'umap' has no attribute 'aligned_umap'

Process finished with exit code 1