|__11.CIFAR10与ResNet实战
|__6.随机梯度下降
|__31.lesson18 激活函数及其梯度3.mp4 65.34MB
|__28.lesson17 常见梯度.mp4 18.38MB
|__29.lesson18 激活函数及其梯度1.mp4 45.53MB
|__30.lesson18 激活函数及其梯度2.mp4 44.38MB
|__26.lesson16 什么是梯度1.mp4 69.17MB
|__27.lesson16 什么是梯度2.mp4 43.31MB
|__2.开发环境准备
|__2.lesson2-开发环境准备.mp4 54.47MB
|__3.初见深度学习
|__5.lesson4-PyTorch求解Linear Regression案例.mp4 35.72MB
|__7.lesson5 -手写数字问题引入2.mp4 21.03MB
|__6.lesson5 -手写数字问题引入1.mp4 36.74MB
|__3.lesson3-初探Linear Regression案例-1.mp4 71.93MB
|__4.lesson3-初探Linear Regression案例-2.mp4 43.15MB
|__9.过拟合
|__49.lesson35-early stopping, dropout, sgd.mp4 51.23MB
|__46.lesson32-Train-Val-Test-交叉验证-2.mp4 32.32MB
|__45.lesson32-Train-Val-Test-交叉验证-1.mp4 45.95MB
|__48.lesson34-动量与lr衰减.mp4 51.46MB
|__13.对抗生成网络GAN
|__1.深度学习框架介绍