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Here we will build different machine learning algorithms from scratch without using libraries only numpy and math

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hossamrizk/FromScratch

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From Scratch

Welcome to my repository of From scratch! Build a variety of machine learning models without using any library or framework.

Models Included

  • Linear Regression
  • Logistic Regression
  • Multi Linear Regression
  • Neural Network
  • Support Vector Machine
  • Decision Tree
  • Random Forest
  • KNN
  • Naive bayse

Usage

Clone this repository and use the models for your machine learning projects. Ensure you have the required dependencies installed and you can go to kaggle and download the required data too.

For example, run any model you want:

python 'change this to the model name'.'py or ipynb'

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Here we will build different machine learning algorithms from scratch without using libraries only numpy and math

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