学习方法 Featured
From Fundamentals to Research Systems
A personal plan for connecting data structures, algorithms, deep learning, and reproducible research practice.
roadmapresearchsystems
Blog
Polished essays and project reflections.
Blog posts are more formal than notes: technical articles, research logs, project reviews, learning methods, and long-term reflections.
深度学习 Featured
CNN and Transformer: What I Should Understand First
整理卷积归纳偏置、注意力机制、视觉任务中的模型结构差异，以及后续复现路线。
CNNTransformervision
数据结构与算法
Algorithm Practice Log: Graph Search Patterns
A compact review of BFS, DFS, shortest path variants, and how to turn practice problems into reusable templates.
graphsBFSDFS
计算机视觉
Reading Notes: Object Detection Pipelines
Tracking vocabulary, datasets, metrics, model families, and common implementation details for CV experiments.
YOLOdetectionmetrics
科研记录 Featured
How I Want to Document Lab Progress
A research log structure for weekly updates: progress, blockers, experiment settings, and next decisions.
labexperimentslogs
工具与效率
Git Notes for Reproducible Project Work
Branching, commit messages, experiment snapshots, and lightweight habits for cleaner engineering records.
Gitworkflowdocumentation