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This repository contains the python implementation of various functions used in ML such as PCA and Linear Regression

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AVSBharadwaj/ML_Libraries_From_Scratch

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=== MOST USED LIBRARY FUNCTIONS IN MACHINE LEARNING IMPLEMENTED FROM SCRATCH

I have written some of the most used functions and Libraries in ML:

  1. Principal Component Analysis (PCA)

  2. Method for Solving Ax=B where A and B are general matrices

  3. QR Decomposition of a matrix A

  4. Householder Decomposition of matrix A

  5. Linear Regression

  6. Logistic Regression

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This repository contains the python implementation of various functions used in ML such as PCA and Linear Regression

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