Artificial-Intelligence-CE417

Solution to all practical homeworks and projects of my AI course

Spring 2020

1. Decision Tree:

   • Implementation of a decision tree to diagnose diabetes

2. Genetic Programming (GP)

   • Function approximation with the help of Genetic Programming (GP)

3. Using local search algorithms to solve equations:

   • Hill-Climbing
   • Simulated-Annealing

4. Multi-layer Perceptron Neural Network (MLP):

   1. Function approximation
   2. Function approximation with noise
   3. Approximation of functions with high dimensions
   4. Approximation of functions in images(image processing)
   5. USPS classification
   6. USPS classification with noise

5. Support Machine Vector(SVM):

   1. Two-class classification
   2. multi-class classification
   3. Detection of license plates