https://github.com/avsbharadwaj/ml_libraries_from_scratch

This repository contains the python implementation of various functions used in ML such as PCA and Linear Regression
https://github.com/avsbharadwaj/ml_libraries_from_scratch

decomposition householder ml pca qr

Last synced: 13 days ago
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This repository contains the python implementation of various functions used in ML such as PCA and Linear Regression

• Host: GitHub
• URL: https://github.com/avsbharadwaj/ml_libraries_from_scratch
• Owner: AVSBharadwaj
• Created: 2020-08-17T10:22:37.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-09-27T15:42:52.000Z (over 4 years ago)
• Last Synced: 2024-05-06T04:24:12.615Z (9 months ago)
• Topics: decomposition, householder, ml, pca, qr
• Language: Jupyter Notebook
• Homepage:
• Size: 176 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
=== 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