All Projects → bat67 → pytorch-examples-cn

bat67 / pytorch-examples-cn

Licence: other
用例子学习PyTorch1.0(Learning PyTorch with Examples 中文翻译与学习)

Programming Languages

Jupyter Notebook
11667 projects
python
139335 projects - #7 most used programming language

Projects that are alternatives of or similar to pytorch-examples-cn

Deep-Learning-with-PyTorch-A-60-Minute-Blitz-cn
PyTorch1.0 深度学习:60分钟入门与实战(Deep Learning with PyTorch: A 60 Minute Blitz 中文翻译与学习)
Stars: ✭ 127 (+135.19%)
Mutual labels:  pytorch-tutorial, learning-pytorch
Megengine
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
Stars: ✭ 4,081 (+7457.41%)
Mutual labels:  autograd, tensor
Thinking In Tensors Writing In Pytorch
Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)
Stars: ✭ 287 (+431.48%)
Mutual labels:  tensor, pytorch-tutorial
Pytorch Book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)
Stars: ✭ 9,546 (+17577.78%)
Mutual labels:  autograd, tensor
eddl
European Distributed Deep Learning (EDDL) library. A general-purpose library initially developed to cover deep learning needs in healthcare use cases within the DeepHealth project.
Stars: ✭ 31 (-42.59%)
Mutual labels:  autograd, tensor
Pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Stars: ✭ 52,811 (+97698.15%)
Mutual labels:  autograd, tensor
mrnet
Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)
Stars: ✭ 98 (+81.48%)
Mutual labels:  pytorch-tutorial
deep-dream-pytorch
Pytorch implementation of DeepDream on VGG16 Network
Stars: ✭ 46 (-14.81%)
Mutual labels:  pytorch-tutorial
pytorch-accelerated
A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/
Stars: ✭ 125 (+131.48%)
Mutual labels:  pytorch-tutorial
eigen
Owl's OCaml Interface to Eigen3 C++ Library
Stars: ✭ 30 (-44.44%)
Mutual labels:  tensor
Awesome-Pytorch-Tutorials
Awesome Pytorch Tutorials
Stars: ✭ 23 (-57.41%)
Mutual labels:  pytorch-tutorial
Tensors.jl
Efficient computations with symmetric and non-symmetric tensors with support for automatic differentiation.
Stars: ✭ 142 (+162.96%)
Mutual labels:  tensor
easytorch
基于Python的numpy实现的简易深度学习框架,包括自动求导、优化器、layer等的实现。
Stars: ✭ 76 (+40.74%)
Mutual labels:  autograd
Text-Classification-LSTMs-PyTorch
The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.
Stars: ✭ 45 (-16.67%)
Mutual labels:  pytorch-tutorial
Receptive-Field-in-Pytorch
Numerical Computation of Receptive Field in Pytorch
Stars: ✭ 57 (+5.56%)
Mutual labels:  pytorch-tutorial
djl
An Engine-Agnostic Deep Learning Framework in Java
Stars: ✭ 3,080 (+5603.7%)
Mutual labels:  autograd
intro-computervision
Notebooks for learning about the layers of a convolutional neural network.
Stars: ✭ 44 (-18.52%)
Mutual labels:  pytorch-tutorial
OLSTEC
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
Stars: ✭ 30 (-44.44%)
Mutual labels:  tensor
deep-blueberry
If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
Stars: ✭ 17 (-68.52%)
Mutual labels:  pytorch-tutorial
Pytorch-conditional-GANs
Implementation of Conditional Generative Adversarial Networks in PyTorch
Stars: ✭ 91 (+68.52%)
Mutual labels:  pytorch-tutorial

用例子学习PyTorch

Learning PyTorch with Examples 中文翻译版,翻译不对的地方拜托大家指出~

对PyTorch感兴趣的童鞋欢迎看这个-->PyTorch教程、例子和书籍合集

目录

1、简介

这个repo通过自洽的示例介绍了PyTorch的基本概念。

PyTorch主要是提供了两个核心的功能特性:

  • 一个类似于numpy的n维张量,但是可以在GPU上运行
  • 搭建和训练神经网络时的自动微分/求导机制

我们将使用全连接的ReLU网络作为运行示例。该网络将有一个单一的隐藏层,并将使用梯度下降训练,通过最小化网络输出和真正结果的欧几里得距离,来拟合随机生成的数据。

2、环境

  • PyTorch版本0.4及以上(PyTorch 1.0 稳定版已经发布,还有什么理由不更新呢~)

3、目录

3.1、张量(Tensors)

3.2、自动求导(Autograd)

3.3、nn模块(nn module)

4、类似项目

5、版权信息

除非额外说明,本仓库的所有公开文档均遵循署名-非商业性使用-相同方式共享 4.0 国际 (CC BY-NC-SA 4.0)许可协议。

您可以自由地:

  • 共享 — 在任何媒介以任何形式复制、发行本作品
  • 演绎 — 修改、转换或以本作品为基础进行创作

惟须遵守下列条件:

  • 署名 — 您必须给出适当的署名,提供指向本许可协议的链接,同时标明是否(对原始作品)作了修改。您可以用任何合理的方式来署名,但是不得以任何方式暗示许可人为您或您的使用背书。
  • 非商业性使用 — 您不得将本作品用于商业目的。
  • 相同方式共享 — 如果您再混合、转换或者基于本作品进行创作,您必须基于与原先许可协议相同的许可协议 分发您贡献的作品。
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].