Giter VIP home page Giter VIP logo

deeplearningtutorials-1's Introduction

深度学习与PyTorch入门实战视频教程

课程涵盖了人工智能的发展历程,基本的数学理论,线性回归,逻辑回归,梯度及梯度下降,损失函数,多分类问题,BatchNorm,卷积神经网络CNN/ResNet,循环神经网络RNN/LSTM,对抗生成网络GAN/WGAN等等,以及对应的PyTorch的实现方式讲解。 学完本课程,学员对当前深度学习的核心内容有了全面深刻的掌握,同时工程能力也得到极大的提升。

详情请前往:https://study.163.com/provider/480000001847407/index.htm?share=2&shareId=480000001847407

课程开发环境:

  • Python 3.6 with Anaconda
  • CUDA 10.0
  • PyTorch 1.0
  • Windows 10

添加:

  1. CIFAR10与ResNet18实战
  2. AE和Variational AE实战

课程介绍

deeplearningtutorials-1's People

Contributors

dragen1860 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.