Akun-python/autumn-recruitment
Autumn recruitment preparation for algorithm position. Contains categorized LeetCode solutions, enterprise written exam codes, interview experience and CS fundamentals notes including CN, OS and DB.
From the publisher
README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
🎯 Autumn-Recruit Algo Notes 面向大模型时代的算法、工程与 AI 学习共建仓库 从数学基础、数据结构，到机器学习、深度学习、LLM、Agent、AI-Infra、语音与数据科学， 通过「理解 → 推导 → 手写 → 运行 → 验证 → 复盘」构建可持续迭代的知识体系。 学习算法和 AI，往往会遇到三个问题： 这个仓库尝试把学习过程整理成一条可执行、可验证、可复盘的路径： 它不是一份“标准答案”，也不是一个已经完成的教材，而是一个持续建设中的公开学习基地。内容中难免存在不准确、不完整或可以改进的地方，欢迎大家指出问题、补充案例、分享经验，一起把它变得更好。 我们希望把这个仓库逐步建设成一个： 如果这个项目对你有帮助，欢迎： 每一条认真反馈，都会帮助这个项目更接近“真正可学、可用、可复现”的目标。 传统学习往往是：找资料 → 阅读 → 做笔记 → 背诵。 在大模型时代，我们可以把学习升级为一个人机协作、代码驱动、持续验证的闭环： 大模型可以快速给出解释，但解释不一定正确，也不一定适合你的背景。建议继续追问： 一个算法是否真正理解，至少可以尝试： 大模型适合帮助我们： 但关键的判断、实验设计、结果核验和最终表达，仍然应该由学习者自己完成。 真正有价值的不是背下某个模型的细节，而是理解： 当前仓库包含 23 个主题模块、232 篇教学 Notebook，并持续增加中。 Notebook 数量会随着内容扩充而变化，README 中的统计是阶段性快照，具体以仓库目录为准。 适合从基础开始建立完整算法直觉的同学。…
Read the full README ↗ · Preview checked 2026-10-05T12:26:51.904Z
Inside the original README — Document outline
- 🌱 为什么做这个项目
- 🚀 项目愿景
- 🧭 大模型时代下，学习正在发生什么变化
- 这套新范式的核心原则
- 1. 不只问“答案是什么”，还要问“为什么”
- 2. 不只阅读代码，还要让代码接受测试
- 3. 不把大模型当作替代思考，而把它当作学习伙伴
- 4. 从“记住一个答案”转向“建立可迁移的模型”
- ✨ 内容特色
- 📊 当前规模
- 🧩 模块总览
- 🗺️ 推荐学习路线
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the README
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: MIT. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
What this repository does
Autumn recruitment preparation for algorithm position. Contains categorized LeetCode solutions, enterprise written exam codes, interview experience and CS fundamentals notes including CN, OS and DB.
Repository facts
- Owner
- Akun-python
- Primary language
- Jupyter Notebook
- Stars
- 162
- Forks
- 22
- Open issues + pull requests
- 0
- License
- MIT
- Archived
- No
- Default branch
- main
- Created
- 2026-09-29T08:00:33.000Z
- Last push
- 2026-10-04T09:20:57.000Z
Topics and intended use
No topics were included in the latest source metadata.
Review the README for scope, installation, examples and limitations. We do not run repository code or certify it.
Evaluate before installing
Review licensing and dependencies, inspect recent commits and unresolved issues, and test in an isolated environment before production use. Stars and forks alone cannot answer these questions.
Source and freshness
Source: GitHub. Metadata observed 2026-10-05T12:05:52.305Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.