geehaad / Machine-Learning-Algorithms-From-Scratch-With-Python

Code ML Algorithms from scratch in python

Machine-Learning-Algorithms-From-Scratch-With-Python

Hi there 👋
this repo is as the title says, I play with the machine learning algorithms and try to implement it to have a good understand of what they actually do.

Algorithm Included:

• Supervised:
  • Linear Regression [DONE]🐱‍🏍
  • Logistic Regression
  • Decision Tree
  • Random Forest
  • Naive Bayes
  • SVM(Linear, Non Linear)
  • KNN [DONE] 🐱‍🏍
• UnSupervrised
  • K-Means
  • Principal Component Analysis
  • Apriori Algorithm
• Deep Learning
  • Neural Network
  • CNN(Convolutional Neural Network)
  • RNN(Recurrent Neural Network) [DONE] 🐱‍🏍
• Searching Algorithm
  • BFS
  • DFS

I enjoy watching these series during impleminting the algorithms, it help alot:

• https://www.youtube.com/watch?v=rLOyrWV8gmA
• https://www.kaggle.com/code/milan400/machine-learning-algorithms-from-scratch

This Repo is still under progress, so stay tuned 🌡️

Thank you 🚴‍♀️⚡

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سُبحانَكَ اللَّهمَّ وبحمدِكَ، أشهدُ أن لا إلَهَ إلَّا أنتَ أستغفرُكَ وأتوبُ إليكَ