ReliableShrimp 的 ShupoShupo-Teaching 自学仓库宣布停止更新

"This repository is the result of my self-study journey and a testament to the value of learning independently. It was created to inspire others to explore AI, understand what happens under the hood, and leave behind something that continues to teach long after I am gone."
— The author (written mostly to sound cool and dramatic).

Nothing is ever eternal

As expected, this repo will not continue - at least, that is what I have decided. Why? Because while working on this repo and starting university, my learning pace began to slow down significantly. So, instead of sacrificing my growth and dragging out the process, I decided that the smarter choice was to step away from this repo.

What is this all about?

This space is dedicated entirely to AI Engineering, ML Engineering, Graph ML, and Geometric ML (fair warning: I added a lot of geometry, so get ready). Basically, all the cutting-edge, AI-ish stuff you actually want to build.

I built this repository to save you the absolute nightmare of mapping out a study plan—because let's be honest, nobody actually wants to sit down and make one. Except me. So, you're welcome. You're here now.

Polished vs Unpolished

• /unpolished (Raw proof that I actually wrote this): The raw, chronological proof of work. It is full of syntax errors, broken dimensions, identity crises, and raw mathematical panic. Go there if you want to see the unedited reality of wrestling with complex architectures - by writting one yourself you will become a master of LaTeX and Unicode.
• /polished (The one you will study from): The educational blueprint. The bugs are squashed, the explanations are coherent, and the code actually runs without melting your machine.

The Fine Print

• The Math Tax: Make sure you have a rock-solid foundation in math. If you don't, you will cry like a kid. You've been warned.
• The Reality Check: While you're reading this, go check my profile to see if my status says "Employed." If it doesn't, just know that I am currently crying, and this entire journey might not even be worth it.
• The Tone: Expect dumb jokes and incredibly stupid examples. Why? Because people actually learn better when things are ridiculous.

FAQ

• Q: In how many months can you study all of this?

• A: I wrote 12 months, but numbers can be deceiving... so an honest guess is... $$\frac{1}{\cosh(0)} \left( \int_{0}^{2} (3x^2 + 2) ,dx \right)$$, yeah, this is still my guess, just try harder.

• Q: What will I be able to build after finishing this teaching repo?

• A: A Walmart wardrobe or a chair—honestly, still unconfirmed. But jokes aside, you will be able to build:

  • Real-Time Anti-Money Laundering (AML) Engines
  • Hyperbolic Bioinformatics & Drug Discovery Platforms
  • Next-Gen Social or Content Graph Routers
  • Custom High-Performance MLOps Infrastructure But talk is cheap, so why don't you try it yourself~

• Q: Will I get a job after this repository?

• A: Depends on how many topics you skipped or barely learned. Also depends on my current status... if I get employed, then yeah, you have a chance. But remember to actually build projects! Ask an AI for brutally hard, production-grade project ideas tailored to your target role.

Roadmap Status

The missing topics will be added in the future... so be patient and, in the meantime, keep yourself hydrated.

Spot a Bug?

If you find a bug, a math mistake, a flawed concept, or just something you flat-out don't like, please let me know. I am incredibly happy to improve it and make this repo better for everyone.

Good luck on the path. May your journey be steady, and may your learning never end.

Eternity~

AI was used to fix stupid grammar mistakes