https://github.com/sureshbeekhani/machine-learning-algorithms

A collection of machine learning algorithms implemented for learning and practice, covering regression and classification models using Python.
https://github.com/sureshbeekhani/machine-learning-algorithms

dataanalysis datascience featurescaling linearregression machinelearning matplotlib numpy pandas python seaborn

Last synced: about 2 months ago
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A collection of machine learning algorithms implemented for learning and practice, covering regression and classification models using Python.

• Host: GitHub
• URL: https://github.com/sureshbeekhani/machine-learning-algorithms
• Owner: SURESHBEEKHANI
• Created: 2024-05-29T05:22:33.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2025-08-16T04:31:51.000Z (10 months ago)
• Last Synced: 2025-09-04T20:27:33.462Z (9 months ago)
• Topics: dataanalysis, datascience, featurescaling, linearregression, machinelearning, matplotlib, numpy, pandas, python, seaborn
• Language: Jupyter Notebook
• Homepage:
• Size: 6.99 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Machine Learning Algorithms 📘

This repository is a **learning and practice collection** of core machine learning algorithms.  

It contains implementations, experiments, and examples of both **regression** and **classification** techniques.

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## 📂 Repository Structure

- **Regression/**

  - Linear Regression  

  - Polynomial Regression  

  - Ridge & Lasso Regression  

  - Other regression models  

- **Classification/**

  - Logistic Regression  

  - Decision Trees  

  - Random Forest  

  - KNN, SVM, Naive Bayes  

  - Other classification models  

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## 🚀 Tech Stack

- **Language:** Python  

- **Libraries:** NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn  

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   git clone https://github.com/SURESHBEEKHANI/Machine-Learning-Algorithms.git

   cd Machine-Learning-Algorithms