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README.md

PyTorch Examples

A repository showcasing examples of using PyTorch

  • MNIST Convnets
  • Word level Language Modeling using LSTM RNNs
  • Training Imagenet Classifiers with Residual Networks
  • Generative Adversarial Networks (DCGAN)
  • Variational Auto-Encoders
  • 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:

项目简介

🚀 Github 镜像仓库 🚀

源项目地址

https://github.com/goldsborough/examples

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开发语言

  • Python 100.0 %