教小白精通编程

面向小白的编程教学博客

强化学习资源

Resources for reinforcement learning

Awesome Reinforcement Learning https://github.com/ZhiqiangHo/awesome-reinforcement-learning courses: http://rail.eecs.berkeley.edu/deeprlcourse/ A brief introduction to reinforcement learning ...

比较Pytorch和我的卷积实现

Comparison of my convolution implementation to pytorch

the Test code for pytorch conv2d # pytorch import torch import torch.nn as nn x = torch.tensor(range(50),dtype=torch.float) x = torch.reshape(x, (1,2,5,5)) #N,C,H,W x.requires_grad = True print(x.s...

如何用google colab运行你的深度学习代码

how to use google colab for your deep learning

google Colaboratory(简称 google colab)是谷歌提供的免费的云端的Jupyter notebook环境,google colab已经自带了各种常用的python程序包包括著名的深度学习库tensorflow和pytorch,特别是google colab提供了免费的GPU,使得不需要做任何安装和配置就能在浏览器编写和执行python代码(包括机器学习、深度学习代...

test the deep learning library. in my book

test the deep learning library. in my book

test dense layer import numpy as np import matplotlib.pyplot as plt %matplotlib inline from NeuralNetwork import * import util np.random.seed(1) pts = 100 k = 2 b =1 X = np.random.randn(pts,1)*...

The implementation of LSTM from scratch(LSTM的实现代码)

The implementation of LSTM from scratch(LSTM的实现代码)

The Equations for LSTM I deleted the code which will be put here after the publishing of my book on deep learning

人脸相关论文

Face related papers

SC-FEGAN : Face Editing Generative Adversarial Network with User’s Sketch and Color code Generating custom photo-realistic faces using AI code deepfake code Generate human faces with neural n...

1小时学会Python-深度学习原理与实现的1.4节

Python tutorial:Learning Python in an hour

1小时学会Python ( Learning Python in an hour ) Python是一个动态类型的高级语言,所谓“动态类型”是指Python能自动从变量值推断其类型。可以用Python内置函数type()查询一个值的类型。如 type(2) int type(3.14) float Python的print()函数可以输出一系列用逗号’,’隔开的对象,如: p...

知乎封号:知乎垃圾,垃圾知乎

知乎封号:知乎垃圾,垃圾知乎

知乎垃圾,垃圾知乎 用2个不同手机号,注册过知乎,每个只发过几篇编程文章,就被莫名封号了。 知乎里充斥了大量“知乎精英”们的高谈阔论和谩骂。知乎通过设置一些无聊的引导性的文章或话题,吸引大批学生(包括留学精英们)、文青们来炫耀、装逼、围攻、谩骂。令人恶心的是,知乎的文章毕竟是知乎精英们的无私奉献,但大部分文章非注册用户却无法浏览,知乎利用这些文青们的文章、回答来逼得要看文章的人必须注册,...

课程促销活动

课程促销活动

为了方便同学找到各种课程促销活动(优惠码、团购、砍价)信息,今后在此博客文章和微信公众号“hwdong编程”发布促销信息。 2019-08-03 数据结构等课程的促销

生成对抗网络 generative adversarial network (GAN)

generative adversarial network (GAN)

From GAN to WGAN The story about WGAN Read-through: Wasserstein GAN GAN Objective Functions: GANs and Their Variations GAN — GAN Series (from the beginning to the end) 训练不稳定、调参难度大,这里有 7 大法则带你规避...