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!)