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  1. Convolutional-Neural-Network Convolutional-Neural-Network Public

    Developing Convolutional Neural Networks (CNN) for predicting whether a clothing item is classified as Casual, Formal or Smart Casual wear. Comparison analysis of a simple CNN and an improved neura…

    Jupyter Notebook

  2. Reinforcement-Learning-Neural-Networks Reinforcement-Learning-Neural-Networks Public

    Implementing Reinforcement Learning, specifically Deep Q-Learning and Double Q-Learning algorithms using TensorFlow/Keras to compare the different algorithms for optimising strategy.

    Jupyter Notebook

  3. Sequential-Learning-Neural-Networks Sequential-Learning-Neural-Networks Public

    Implementing Sequential Learning, specifically RNN and LSTM algorithms using TensorFlow/Keras to compare the different algorithms for sequence learning. Comparison analysis of a simple RNN and LSTM.

    Jupyter Notebook