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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