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