Attention-mixed-type-clustering Alternatives

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autoembedder

1 8 0.0 Python attention-mixed-type-clustering VS autoembedder

PyTorch autoencoder with additional embeddings layer for categorical data 🚘
InfluxDB

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Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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attention-mixed-type-clustering reviews and mentions

Posts with mentions or reviews of attention-mixed-type-clustering. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-25.

How to learn Categorial Embeddings in Unsupervised Learning?
2 projects | /r/deeplearning | 25 Jun 2023

I am a ML/DL beginner, but this sounds fishy to me, because the Embeddings will not be trained by gradient descent. I tested this approach on a small tabular dataset vs. just feeding the categorial data into the AE (no Embeddings) and found that using the first approach (saving embedded cols as variable) to moderatly degrade Clustering Accuracy and NMI Score (This is not representative - just a small test on a small dataset). Here is my Notebook.