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Machine Learning Knowhow

A series of notebooks, lists, tips and documents covering my knowhow on Machine Learning. Currently migrated to a stylish blog: https://ibarrond.github.io

Separated by topics:

Deep Learning
  • AvoidOverfitting.md: Tricks to avoid overfitting.
  • DeepLearnAdvancedList.md: Advanced topics one must know and apply if you are truly serious in Deep Learning.
  • MoreThanAccuracy.md: Do not use accuracy in Deep Learning. Use these (namely F1).
Coding. Python and Jupyter Notebooks.
  • BeautifulTitleNotebook.md: Tricks for Jupyter Notebooks.
  • TimingInPython.md: Beautiful and precise code to measure time taken to run a python function. Just use @Timing. Code in Timing.py.

Acknowledgements

Author: Alberto Ibarrondo @ibarrond License: MIT (Do whatever, just mention me please!)