Machine Learning Algorithms

Algorithms

• Find-S
• Candidate Elimination
• Decision Tree
  • ID3
  • C4.5
• Linear Regression
  • Least Square Approach
  • Batch Gradient Descent
  • Stochastic Descent
• Expectation-Maximization (1D data)
• K-Means (1D data)
• K Nearest Neighbour
• Naive Bayes Classifier
• Deep Neural Network
  • Cat vs Non-Cat classifier

More will be added

Requirements

Run this command in you virtual environment

pip install -U -r requirements.txt