veekaybee/what_are_embeddings

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What are embeddings? This repository contains the generated LaTex document, website, and complementary notebook code for "What are Embeddings". Abstract Over the past decade, embeddings --- numerical representations of non-tabular machine learning features used as input to deep learning models --- have become a foundational data structure in industrial machine learning systems. TF-IDF, PCA, and one-hot encoding have always been key tools in machine learning systems as ways to compress and make sense...