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  1. Fault-Diagnosis-with-ML Fault-Diagnosis-with-ML Public

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

    MATLAB 12 5

  2. NumPy-based-Neural-Network NumPy-based-Neural-Network Public

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

    Python 2

  3. Q-Learning-Pac-Man Q-Learning-Pac-Man Public

    Implementation of Q-Learning to Devise Pac-Man Strategies

    Python 1 2

  4. MDP-Pac-Man MDP-Pac-Man Public

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

    Python 1 1

  5. Pathfinding-Pac-Man Pathfinding-Pac-Man Public

    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-Capstone Machine-Learning-Capstone Public

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

    Python 2