Contents
fastai
Part 1 on fastai book done! • Apr 22, 2021
Image classifier model • Apr 19, 2021
fastpages
Insert HTML in a NoteBook • Apr 18, 2021
General
My sources • Apr 14, 2021
HTML
Insert HTML in a NoteBook • Apr 18, 2021
Jupyter
Integrate LaTeX in Jupyter Notebook • Apr 27, 2021
Reminder on Jupyter NoteBook • Apr 16, 2021
LaTeX
Integrate LaTeX in Jupyter Notebook • Apr 27, 2021
Panda
Basic model with scikit-learn • May 21, 2021
Data set analyse • May 20, 2021
Reminder on Panda (from Kaggle) • Apr 17, 2021
Python
Reminder on Panda (from Kaggle) • Apr 17, 2021
Reminder on Python • Apr 15, 2021
PyTorch
A little on PyTorch • Apr 30, 2021
Seaborn
Data set analyse • May 20, 2021
sklearn
Hyperparameters tuning (v2) • Apr 4, 2022
Set and get hyperparameters (v2) • Mar 8, 2022
Under and over fitting (v2) • Mar 7, 2022
Categoricals ands numericals in the same treatment (v2) • Feb 24, 2022
Encoding of categorical variables (v2) • Feb 24, 2022
Using crossvalidation (v2) • Feb 16, 2022
Preprocessing for numerical features (v2) • Feb 16, 2022
First models updated with scikit-learn (v2) • Feb 16, 2022
First model with scikit-learn (v2) • Feb 16, 2022
Data set analyse (v2) • Feb 16, 2022
Linear regression • Sep 7, 2021
Hyperparameter tuning • Sep 3, 2021
Set and get hyperparameters in scikit-learn • Aug 3, 2021
Under and over fitting • Jul 22, 2021
Using numerical and categorical variables together • Jun 8, 2021
Encoding of categorical variables • Jun 7, 2021
Combine sequential operations • May 31, 2021
Normalization for numerical features • May 29, 2021
Dummy Classifier - Useful • May 28, 2021
Basic model with scikit-learn • May 21, 2021
v2
Hyperparameters tuning (v2) • Apr 4, 2022
Set and get hyperparameters (v2) • Mar 8, 2022
Under and over fitting (v2) • Mar 7, 2022
Categoricals ands numericals in the same treatment (v2) • Feb 24, 2022
Encoding of categorical variables (v2) • Feb 24, 2022
Using crossvalidation (v2) • Feb 16, 2022
Preprocessing for numerical features (v2) • Feb 16, 2022
First models updated with scikit-learn (v2) • Feb 16, 2022
First model with scikit-learn (v2) • Feb 16, 2022
Data set analyse (v2) • Feb 16, 2022