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A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

PyTorch Examples with tensorboard

A repository showcasing examples of using PyTorch with tensorboard(https://github.com/lanpa/tensorboardX)

  • [X] MNIST Convnets
  • [ ] Word level Language Modeling using LSTM RNNs
  • [X] Training Imagenet Classifiers with Residual Networks
  • [X] Generative Adversarial Networks (DCGAN)
  • [ ] Variational Auto-Encoders
  • [X] Superresolution using an efficient sub-pixel convolutional neural network
  • [ ] Hogwild training of shared ConvNets across multiple processes on MNIST
  • [ ] Training a CartPole to balance in OpenAI Gym with actor-critic
  • [ ] Natural Language Inference (SNLI) with GloVe vectors, LSTMs, and torchtext
  • [ ] Time sequence prediction - create an LSTM to learn Sine waves

Additionally, a list of good examples hosted in their own repositories: