Documents: https://pytoydl.readthedocs.io/zh/latest/

Pytoydl

A toy deep learning framework built upon numpy.
You can star this repository to keep track of the project if it's helpful for you, thank you for your support.

Tutorial

• 从零开始实现一个深度学习框架 | 打好基础篇
• 从零开始实现一个深度学习框架 | 打造基础学习框架篇
  • 本期实战案例相关代码
• 从零开始实现一个深度学习框架 | 激活函数，损失函数与卷积层
  • 本期实战案例相关代码
• 如何"科学地"拟合上海每日汇报的新增人数？
  • 本期实战案例相关代码
• 从零开始实现一个深度学习框架 | 常用优化算法介绍与实现
  • 本期实战案例相关代码
• 从零开始实现一个深度学习框架 | 当神经网络遇上遗传算法
  • 本期实战案例相关代码

Install

Pip install

run "pip install pytoydl"

Source code install

(1) Offline
Step1: git clone https://github.com/CharlesPikachu/pytoydl.git
Step2: cd pytoydl -> run "python setup.py install"
(2) Online
run "pip install git+https://github.com/CharlesPikachu/pytoydl.git@master"

Projects in Charles_pikachu

• Games: Create interesting games by pure python.
• DecryptLogin: APIs for loginning some websites by using requests.
• Musicdl: A lightweight music downloader written by pure python.
• Videodl: A lightweight video downloader written by pure python.
• Pytools: Some useful tools written by pure python.
• PikachuWeChat: Play WeChat with itchat-uos.
• Pydrawing: Beautify your image or video.
• ImageCompressor: Image compressors written by pure python.
• FreeProxy: Collecting free proxies from internet.
• Paperdl: Search and download paper from specific websites.
• Sciogovterminal: Browse "The State Council Information Office of the People's Republic of China" in the terminal.
• CodeFree: Make no code a reality.
• DeepLearningToys: Some deep learning toys implemented in pytorch.
• DataAnalysis: Some data analysis projects in charles_pikachu.
• Imagedl: Search and download images from specific websites.
• Pytoydl: A toy deep learning framework built upon numpy.
• NovelDL: Search and download novels from some specific websites.

More

WeChat Official Accounts

Charles_pikachu