A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling
In chapter of 8 of “Deep Learning for Coders with fastai & PyTorch” we learned that the neural network version of of collaborative model is in fact built on something called TabularModel, and that in fact, an EmbeddingNN is nothing but a TabularModel without any continuous (or real) numbers. “Structured” or “tabular” data describes datasets that look like an Excel spreadsheet or a relational database table, of which, it may be a composed of both categorical and/or real numbers. Working with such data is the subject of chapter 9, so lets go!
ohmeow
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2 years ago
A Journey Through Fastbook (AJTFB) - Chapter 9: Tabular Modeling
In chapter of 8 of “Deep Learning for Coders with fastai & PyTorch” we learned that the neural network version of of collaborative model is in fact built on something called TabularModel, and that in fact, an EmbeddingNN is nothing but a TabularModel without any continuous (or real) numbers. “Structured” or “tabular” data describes datasets that look like an Excel spreadsheet or a relational database table, of which, it may be a composed of both categorical and/or real numbers. Working with such data is the subject of chapter 9, so lets go!
https://ohmeow.com/posts/2022-04-25-ajtfb-chapter-9.html