# Akun-python/autumn-recruitment

> Study repository for autumn recruitment prep for algorithm and AI roles: 114 Chinese Jupyter notebooks with formula derivations, from-scratch implementations and sklearn/torch numerical checks, plus interview question lists and templates.

- Magnitude: 3.4 out of 10 — Early signal
- Stars: 75 total · +13 stars today, ≈ 17 by evening
- Star trust: star growth looks organic
- Category: Learning & lists · Language: Jupyter Notebook · License: MIT · Created: 2026-09-29 · Last push: 2026-09-29
- GitHub: https://github.com/Akun-python/autumn-recruitment · Page: https://gitnova.dev/en/r/Akun-python/autumn-recruitment

## Useful for

- Study a from-scratch SVM or GBDT implementation with step-by-step derivations
- Prepare for Transformer and RLHF interviews via the 24 notebooks in the LLM module
- Review algorithm templates from the 11 files for whiteboard coding

## Why it’s here

- 13 stars so far today, about 17 expected by the end of the day.
- The spike has held for 3 days in a row — not a one-off blip.
- The repository is 2 days old and already has 75 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- About 7 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 11
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 26 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0

## Stars per day, last 5 days (oldest → newest, today is partial)

2026-09-27 … 2026-10-01: 0, 0, 30, 32, 13

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-01 19:27 UTC, updated every 30 minutes.