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AI and Machine learning algorithms from scratch

This repository will contain a wide selection of AI and ML algorithms in the form of Jupyter Notebooks. Many of the implementations are done as part of University Course or MOOC assignments.

  1. Linear and logistic regression
  2. Search
  3. Constraint Satisfaction Problem Solving
  4. An interface to tensorflow
  5. Self Organizing Map for Unsupervised Learning of MNIST
  6. Self Organizing Map for solving Travelling Salesperson Problem
  7. Genetic algorithm for solving Multi-Depot Vehicle Routing Problem