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zhihanyang2022/README.md

Hi, my name is Zhihan. I work on machine learning research.

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  1. off-policy-continuous-control off-policy-continuous-control Public

    Official PyTorch code for "Recurrent Off-policy Baselines for Memory-based Continuous Control" (DeepRL Workshop, NeurIPS 21)

    Python 79 10

  2. gender-audio-classification gender-audio-classification Public

    A speaker gender classifier. MFC feature engineering and a pre-trained ResNet-50. GradCAM interpretation.

    Jupyter Notebook 26 5

  3. alpha-zero alpha-zero Public

    Minimal AlphaZero in PyTorch, trained on Connect4 on a 6x6 board.

    Python 12 2

  4. aevb-tutorial aevb-tutorial Public

    Minimal VAE, Conditional VAE (CVAE), Gaussian Mixture VAE (GMVAE) and Variational RNN (VRNN) in PyTorch, trained on MNIST.

    Jupyter Notebook 9 1