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  1. train-viz train-viz Public

    A functional plotting library for the visualization of neural network training process

    Jupyter Notebook

  2. particle-swarm-from-scratch particle-swarm-from-scratch Public

    Designing a simple and intuitive particle swarm optimization algorithm from scratch, without the use of external ML libraries.

    Python

  3. evolutionary-algorithms-from-scratch evolutionary-algorithms-from-scratch Public

    Designing variations of several evolutionary algorithms from scratch without using external ML-libraries.

    Jupyter Notebook 1

  4. perceptron-from-scratch perceptron-from-scratch Public

    Designing a simple discrete perceptron algorithm from scratch, without the use of external ML libraries.

    Jupyter Notebook

  5. id-prop-extractor id-prop-extractor Public

    A simple database IDs and biochemical properties extractor for compounds in SMILES format using the pubchempy API.

    Python

  6. logistic-regression-from-scratch logistic-regression-from-scratch Public

    Designing a simple logistic regression algorithm from scratch

    Jupyter Notebook