/AI-Projects

AI Projects: Maze Solver, Genetic Algorithm, Neural Nets, Regression, Clustering, Q-Learning

Primary LanguagePython

AI-Projects

  1. CA1: Implementing DFS, BFS, Iterative Deepening Search (IDS) for sloving a maze
  2. CA2: Scheduling the university curriculum by genetic algorithm
  3. CA3: Implementing forward and backward propagation of neural networks with droupout, L2-Norm to classify not-MNIST dataset. Both gradient-descent and stochastic gradient-descent were studied in this project.
  4. CA4:
    1. Regression: Linear, Univariate, Multivariate, Logistic, SVM
    2. Q-Learning
    3. Clustering: K-means, Fuzzy C-means