GitHub - BNTechie/Data-preprocessing: Creating empty dataframe, data normalization, Dimensionality reduction, Outlier detection, Overfitting of model and its solution, Remove column with zero values, Replace NA with zeros.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 50 Commits
Create empty dataframe		Create empty dataframe
Data normalization		Data normalization
Dimensionality reduction		Dimensionality reduction
Outlier detection		Outlier detection
Overfitting and its solutions		Overfitting and its solutions
Replace_column_with_zero_variance		Replace_column_with_zero_variance
Replacing_NA_with_zeroes		Replacing_NA_with_zeroes
SMOTE		SMOTE

About

Creating empty dataframe, data normalization, Dimensionality reduction, Outlier detection, Overfitting of model and its solution, Remove column with zero values, Replace NA with zeros.

pca-analysis mds lda factor-analysis umap ica tsne-visualization