推荐不可思议的PyTorch：PyTorch教程论文项目社区资源大汇总

Posted 2021-05-02 机器学习研究会

点击上方 “机器学习研究会”可以订阅哦

摘要

 

What is this?

This is inspired by the famous repository where this repository would hold tutorials, projects, libraries, videos, papers, books and anything related to the incredible .

Tutorials

• A perfect introduction to PyTorch's torch, autograd, nn and optim APIs

• If you are a former Torch user, you can check out this instead:

2. Custom C extensions

• 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

• This focuses on using RNNs for NLP

• Tensor Multiplication, Linear Regresison, Logistic Regression, Neural Network, Modern Neural Network, and Convolutional Neural Network

Papers in PyTorch

• VGG model in PyTorch.

• ResNet model in PyTorch.

• Wide ResNet model in PyTorch

Projects in Pytorch

• Generative Adversarial Nets (GAN)

• Variational Autoencoder (VAE)

链接：

https://github.com/ritchieng/the-incredible-pytorch

原文链接：

http://weibo.com/1402400261/EvXQwj2OB?ref=home&rid=0_0_202_2669535110375123682&type=comment#_rnd1487321857570

“完整内容”请点击【阅读原文】

↓↓↓