📑 Scikit-Learn Cookbook
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Load Python libraries for all linked cells
Data
internal datasets
artificial datasets
external datasets
Extraction and Preprocessing
extraction
scaling
one-hot encoding
imputation of missing values
features' importance
dimensionality reduction
Univariate Selection, Recursive Feature Elimination, Principal Component Analysis, etc.
shuffling and splitting
Supervised Learning. Classification
Supervised Learning. Regression
combining regression with kernels
Unsupervised Learning
Neural Networks
supervised
unsupervised
Additional Cells
apply any source of linked cells as you wish
create your own experiments