Stanford-CS-Course

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项目介绍

斯坦福大学计算机课程学习笔记。

项目简介

目录

• cs231
  • 01-Lecture 1 Introduction
  • 02-Lecture 2 Image Classification with Linear Classifiers
  • 03-Lecture 3-Regularization and Optimization
  • 05-Lecture 5-Image Classification with CNNs
  • 06-Lecture 6-CNN Architectures
  • 07-Lecture 7-Training Neural Networks
  • 08-Lecture 8-Recurrent Neural Networks
  • 09-Lecture 9-Attention and Transformers
  • 10-Lecture 10-Video Understanding
  • 10.2-Lecture 10-RNNs & Transformers
  • 11-Lecture 11-Object Detection and Image Segmentation
  • 12-Lecture 12-Visualizing and Understanding
  • 13-Lecture 13-Self-supervised Learning
  • 14-Lecture 14-Robot Learning
  • 15-Lecture 15-Generative Models
  • 16-Lecture 16-3D Vision