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MSAI-437 Deep Learning

HW1: Perceptrons

Link to google collab

The repository contains:

  1. Single-layer perceptron implementation:

    • Squared error loss

    Alt text

    - Perceptron (zero-one) loss

    Alt text

    - Binary cross-entropy loss

    Alt text

    - Hinge loss

    Alt text

  2. Neural-Network implementation

    • Best trained model:

      Alt text

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MSAI-437 Deep Learning HW1

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