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feature-engineering-algorithm

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Comprehensive notes and code on Python, data analysis, visualization, machine learning, and deep learning from my data science learning journey. _________ _______ DON'T FORGET TO 🌟 __________ __________

  • Updated Sep 1, 2024
  • Jupyter Notebook

Optimization in RegularizedΝon-negative Μatrix Factorization. A feature engineering algorithm in multivariate analysis and linear algebra where a matrix Χ is factorized into (usually) two matrices W and H (i call it C), with the property that all three matrices have no negative elements.Also the factorization works better for sparse data than PC…

  • Updated Dec 3, 2020
  • Python

This repository hosts Python code that utilizes the Scikit-learn preprocessing API for data preprocessing. The code presents a comprehensive range of tools that handle missing data, scale data, encode categorical variables, and perform other functions.

  • Updated Jul 2, 2024
  • Jupyter Notebook

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