https://github.com/anishshinde01/machine-learning-exercises

Python implementations of machine learning, statistics, and mathematical foundations.
https://github.com/anishshinde01/machine-learning-exercises

linear-algebra machine-learning machine-learning-algorithms matplotlib numerical-analysis numpy python scikit-learn scipy statistics

Last synced: 8 days ago
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Python implementations of machine learning, statistics, and mathematical foundations.

• Host: GitHub
• URL: https://github.com/anishshinde01/machine-learning-exercises
• Owner: anishshinde01
• Created: 2026-05-21T17:53:18.000Z (28 days ago)
• Default Branch: main
• Last Pushed: 2026-05-21T18:23:36.000Z (28 days ago)
• Last Synced: 2026-05-22T03:23:02.626Z (28 days ago)
• Topics: linear-algebra, machine-learning, machine-learning-algorithms, matplotlib, numerical-analysis, numpy, python, scikit-learn, scipy, statistics
• Language: Python
• Homepage:
• Size: 130 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# machine-learning-exercises

This repository contains Python implementations and practical exercises covering machine learning algorithms, statistical methods, and mathematical foundations.

## Technologies & Libraries

- **Python** - core programming language

- **NumPy** - numerical computing and matrix operations

- **matplotlib** - data visualization and plotting

- **SciPy** - scientific computing utilities and linear algebra

- **scikit-learn** - dataset generation and machine learning utilities

## Topics Covered

- Machine Learning Fundamentals

- Machine Learning Algorithms

- Gaussian Distributions:

    - Whitening Transform

- Mathematical foundations:

    - Statistics

    - Linear Algebra

    - Analytical & Numerical Mathematics

- Data Visualization