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Thu Feb 12 2026
1906 words · 7 minutes

CS231n Lecture 6: CNN 架构、训练技巧与迁移学习

cs231n

notebook CV CNN Transfer Learning
CS231n Lecture 6: CNN 架构、训练技巧与迁移学习
Wed Feb 11 2026
1583 words · 6 minutes

CS231n Lecture 5: 卷积神经网络（CNN）基础

cs231n

notebook CV CNN Convolution
CS231n Lecture 5: 卷积神经网络（CNN）基础
Sun Feb 08 2026
1030 words · 4 minutes

CS231n Lecture 2: 图像分类与线性分类器

cs231n

notebook CV Image Classification Linear Classifier
CS231n Lecture 2: 图像分类与线性分类器
Sun Feb 08 2026
1842 words · 7 minutes

CS231n Lecture 3: 正则化与优化

cs231n

notebook CV Regularization Optimization
CS231n Lecture 3: 正则化与优化
Sun Feb 08 2026
1605 words · 6 minutes

CS231n Lecture 4: 神经网络与反向传播

cs231n

notebook CV Neural Networks Backpropagation
CS231n Lecture 4: 神经网络与反向传播
Sat Feb 07 2026
1860 words · 7 minutes

cs224R-Lecture 3 Policy Gradients

cs224R

notebook RL Policy Gradient
cs224R-Lecture 3 Policy Gradients
Fri Feb 06 2026
3301 words · 12 minutes

cs224R-Lecture 2 Imitation Learning

cs224R

notebook RL Imitation Learning
cs224R-Lecture 2 Imitation Learning
Wed Feb 04 2026
1437 words · 6 minutes

cs224R-Lecture 1 Introduction

cs224R

notebook RL
cs224R-Lecture 1 Introduction
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