【Python教程】Python.网易云课堂.深度学xi与PyTorch入门实战教程

• file:● 裙.jpg
• file:zfdev_tree.txt
• file:64.lesson44-数据增强Data Argumentation.mp4
• file:60.lesson42-ResNet，DenseNet-1.mp4
• file:58.lesson41-LeNet5,AlexNet, VGG, GoogLeN.mp4
• file:55.lesson39-Pooling&upsample.mp4
• file:57.lesson40-BatchNorm-2.mp4
• file:62.lesson43-nn.Module-1.mp4
• file:73.lesson51-LSTM原理-2.mp4
• file:74.lesson52-LSTM Layer使用.mp4
• file:71.lesson50-RNN训练难题.mp4
• file:66.lesson47-RNN原理-1.mp4
• file:70.lesson49-时间序列预测.mp4
• file:75.lesson53-情感分类实战.mp4
• file:68.lesson48-RNN Layer使用-1.mp4
• file:83.lesson61-WGAN与WGAN-GP.mp4
• file:81.lesson59-JS散度的弊端.mp4
• file:80.lesson58-纳什均衡-G.mp4
• file:76.lesson54-数据分布.mp4
• file:84.lesson62-G和D实现.mp4
• file:86.lesson64-GAN训练不稳定.mp4
• file:87.lesson65-WGAN-GP实战.mp4
• file:78.lesson56-GAN发展.mp4
• file:82.lesson60-EM距离.mp4
• file:77.lesson55-画家的成长历程.mp4
• file:5.lesson4-PyTorch求解Linear Regression案例.mp4
• file:3.lesson3-初探Linear Regression案例-1.mp4
• file:6.lesson5 -手写数字问题引入1.mp4
• file:52.lesson38-卷积神经网络-1.mp4
• file:50.lesson37-什么是卷积-1.mp4
• file:2.lesson2-开发环境准备.mp4
• file:29.lesson18 激活函数及其梯度1.mp4
• file:26.lesson16 什么是梯度1.mp4
• file:28.lesson17 常见梯度.mp4
• file:20.lesson11 合并与切割1.mp4
• file:24.lesson13 数据统计2.mp4
• file:25.lesson14 高阶OP.mp4
• file:19.lesson10 Broatcasting 2.mp4
• file:22.lesson12 基本运算.mp4
• file:49.lesson35-early stopping, dropout, sgd.mp4
• file:44.lesson31-过拟合与欠拟合.mp4
• file:46.lesson32-Train-Val-Test-交叉验证-2.mp4
• file:47.lesson33-regularization.mp4
• file:48.lesson34-动量与lr衰减.mp4
• file:15.lesson9 维度变换2.mp4
• file:10.lesson7 创建Tensor 1.mp4
• file:13.lesson8 索引与切片2.mp4
• file:09.lesson6 基本数据类型2.mp4
• file:1.lesson1-PyTorch介绍.mp4
• file:38.lesson25 交叉熵.mp4
• file:42.lesson29 测试.mp4
• file:37.lesson24 Logistic Regression.mp4
• file:40.lesson27 全连接层.mp4
• file:43.lesson30-Visdom可视化.mp4
• file:41.lesson28 激活函数与GPU加速.mp4
• file:39.lesson26 多分类实战.mp4
• file:36.lesson22 优化小实例.mp4
• file:34.lesson20 链式法则.mp4
• file:35.lesson21 反向传播.mp4
• file:33.lesson19 多输出Loss层2.mp4
• file:32.lesson19 单一输出感知机1.mp4
• folder:【Python教程】Python.网易云课堂.深度学xi与PyTorch入门实战教程
• folder:11.CIFAR10与ResNet实战
• folder:12.循环神经网络RNN&LSTM
• folder:13.对抗生成网络GAN
• folder:03.初见深度学习
• folder:10.卷积神经网络CNN
• folder:02.开发环境准备
• folder:06.随机梯度下降
• folder:05.张量高阶操作
• folder:09.过拟合
• folder:04.Pytorch张量操作
• folder:01.深度学习框架介绍
• folder:08.多层感知机与分类器
• folder:07.感知机梯度传播推导