GitHub - prayas7102/ML-Algorithms-Implementation: A comprehensive collection of ML algorithm implementations in Python, covering data preprocessing, statistical analysis, and various models. Utilizes scikit-learn, pandas, and matplotlib for practical demonstrations.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 68 Commits
EDA		EDA
Encoding		Encoding
Feature_Constructionsplitting		Feature_Constructionsplitting
Handling_outlier		Handling_outlier
Imputation		Imputation
Matplotlib		Matplotlib
Missing_data		Missing_data
Normalization		Normalization
Outlier_Removal		Outlier_Removal
PCA		PCA
Ridge Regularization		Ridge Regularization
Seaborn		Seaborn
Standardization/Social_Network_Ads		Standardization/Social_Network_Ads
Transformers		Transformers
linear_regression		linear_regression
numpy		numpy
pandas		pandas
polynomial_reg		polynomial_reg
.gitignore		.gitignore

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A comprehensive collection of ML algorithm implementations in Python, covering data preprocessing, statistical analysis, and various models. Utilizes scikit-learn, pandas, and matplotlib for practical demonstrations.

feature-engineering linear-regression pca-analysis polynomial-regression sklearn

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