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David Masip

David Masip has asked 1 questions and find answers to 10 problems.

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About

Mathematician and physicist, working as a data scientist.

Here's the link to my blog, I plan to write there on a monthly basis. You can also find me on Linkedin, and of course feel free to connect (endorsements are welcome).

I maintain a python library called sktools, it has tools to add extra functionalities to scikit-learn.

Some of my relevant answers:

  • Saddle points in deep learning.
  • Embedding layers are linear layers and embeddings backpropagation is easy.
  • Root finding in logistic regression.
  • Choosing a learning rate.

Some (so far, and in my opinion) unanswered questions:

  • Multi-country or single model?
  • Time series grouped cross-validation
  • Machine learning model monitoring
  • Why does frequency encoding work?
  • Similar metrics on different populations models