Stanford CS229 参考资料
共 64 个文件，涵盖课程信息、Lecture Notes、Section Notes、作业与数据、示例代码和 2023 春季 Slides。各分类默认折叠，点击文件即可从本站直接下载。
课程信息 · 5 个文件
Lecture Notes · 21 个文件
- ML-advice.pdf ↓
- Summer_2020/BiasVarianceAnalysis.pdf ↓
- Summer_2020/CS229_NOTE8.pdf ↓
- Summer_2020/CS229-Intro.pptx ↓
- Summer_2020/cs229-notes-deep_learning.pdf ↓
- Summer_2020/cs229-notes1.pdf ↓
- Summer_2020/cs229-notes10.pdf ↓
- Summer_2020/cs229-notes11.pdf ↓
- Summer_2020/cs229-notes12.pdf ↓
- Summer_2020/cs229-notes13.pdf ↓
- Summer_2020/cs229-notes2.pdf ↓
- Summer_2020/cs229-notes3.pdf ↓
- Summer_2020/cs229-notes4.pdf ↓
- Summer_2020/cs229-notes5.pdf ↓
- Summer_2020/cs229-notes6.pdf ↓
- Summer_2020/cs229-notes7a.pdf ↓
- Summer_2020/cs229-notes7b.pdf ↓
- Summer_2020/cs229-notes8.pdf ↓
- Summer_2020/cs229-notes9.pdf ↓
- Summer_2020/EvaluationMetrics.pptx ↓
- Summer_2020/MaxEnt.pdf ↓
Section Notes · 14 个文件
- cs229-cvxopt.pdf ↓
- cs229-cvxopt2.pdf ↓
- cs229-hmm.pdf ↓
- cs229-linalg.pdf ↓
- cs229-prob.pdf ↓
- gaussians.pdf ↓
- more_on_gaussians.pdf ↓
- Summer_2020/cs229-linalg.pdf ↓
- Summer_2020/cs229-prob-slide.pdf ↓
- Summer_2020/cs229-prob.pdf ↓
- Summer_2020/gaussian_processes.pdf ↓
- Summer_2020/gaussians.pdf ↓
- Summer_2020/more_on_gaussians.pdf ↓
- Summer_2020/slides_linear_algebra_fereshte.pdf ↓
作业与数据 · 7 个文件
示例代码 · 3 个文件
Spring 2023 Slides · 14 个文件
- cs229-boosting_slides.pdf ↓
- cs229-conv_nets_slides.pdf ↓
- cs229-decision_trees_slides.pdf ↓
- cs229-evaluation_metrics_slides.pdf ↓
- cs229-linear_algebra_review_annotated_slides.pdf ↓
- cs229-linear_algebra_review_slides.pdf ↓
- cs229-linear_algebra_review.pdf ↓
- cs229-mid_term_review_slides.pdf ↓
- cs229-probability_review_slides.pdf ↓
- cs229-probability_review.pdf ↓
- cs229-python_review_materials.zip ↓
- cs229-python_review_slides.pdf ↓
- lecture1.pdf ↓
- lecture19.pdf ↓