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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 80 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 27 5

3. alpha-zero alpha-zero Public

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

   Python 15 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

5. cnnvis cnnvis Public

   A Python library for visualizing convolutional neural networks.

   Python 18 7

6. pytorch-ppo pytorch-ppo Public

   Minimal proximal policy gradient (clipped version) in PyTorch.

   Python 2