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  1. Score-and-flows Score-and-flows Public

    Implementation of score matching and flow matching models

    Jupyter Notebook

  2. Transformer Transformer Public

    Implementation of vanilla transformer model using numpy.

    Jupyter Notebook 5 2

  3. ConvoNet ConvoNet Public

    A framework for implementing convolutional neural networks and fully connected neural network.

    Python 1 1

  4. VAE VAE Public

    Variational Autoencoder (VAE) trained on MNIST

    Python

  5. GAN GAN Public

    generative adversarial network trained on mnist images

    Python 1

  6. DeepDenseNetwork DeepDenseNetwork Public

    Fully connected neural network with Adam optimizer, L2 regularization, Batch normalization, and Dropout using only numpy

    Python 1 1