ysfhssn/ML_from_Scratch

Implementation of basic ML algorithms from scratch in python...

ML_from_Scratch

Trying to implement basic ml algorithms from scratch in python. I have also made videos explaining these algorithms...

Gradient Descent

Linear Regression

Logistic Regression

Stochastic Gradient Descent

KNN

K-means

Decision Tree Classification

Decision Tree Regression

Naive Bayes Classification

Data source

• airfoil_noise_data.csv (converted from the .dat file available at https://archive.ics.uci.edu/ml/datasets/airfoil+self-noise)

  Donor:
  Dr Roberto Lopez
  robertolopez '@' intelnics.com
  Intelnics

  Creators:
  Thomas F. Brooks, D. Stuart Pope and Michael A. Marcolini
  NASA

• Breast_cancer_data.csv (taken from https://www.kaggle.com/merishnasuwal/breast-cancer-prediction-dataset)