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1. Fault-Diagnosis-with-MLFault-Diagnosis-with-MLPublic

   Fault Diagnosis with Machine Learning Methods, the dissertation project of my MSc Data Science degree at King's College London

   MATLAB 11 5

2. NumPy-based-Neural-NetworkNumPy-based-Neural-NetworkPublic

   A highly modular design and implementation of fully-connected feedforward neural network structured on NumPy matrices

   Python 2

3. Q-Learning-Pac-ManQ-Learning-Pac-ManPublic

   Implementation of Q-Learning to Devise Pac-Man Strategies

   Python 1 2

4. MDP-Pac-ManMDP-Pac-ManPublic

   Design and Implementation of Pac-Man Strategies with Embedded Markov Decision Process in a Dynamic, Non-Deterministic, Fully Observable Environment

   Python 3 1

5. Pathfinding-Pac-ManPathfinding-Pac-ManPublic

   Model-Based Reflex Agent Design of Pac-Man Strategies with Support of Pathfinding Algorithms in a Partially Observable Environment

   Python 1 1

6. Machine-Learning-CapstoneMachine-Learning-CapstonePublic

   USC Computer Science Capstone Project with Mobilized Construction, using machine learning to locate speed bumps with accelerometer and GPS data

   Python 2