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geektime-geekbang/NLP
Course materials for a Chinese-language NLP tutorial series from Geektime, covering PyTorch basics through transformers and RL. This is a companion repo to a paid video course, not a standalone library or tool. Useful only if you're following that specific course.
- Covers a reasonable breadth of NLP fundamentals — activation functions, optimizers, entity embeddings, sequence models — in runnable notebook form
- Includes PDF lecture slides alongside the code, so you can follow along without the video
- PyTorch-based notebooks are hands-on rather than purely theoretical
- Last commit was September 2020 — PyTorch, transformers, and the entire NLP landscape have moved on substantially since then
- No standalone value without the paid Geektime course; notebooks lack explanatory text for anyone who isn't already watching the lectures
- Everything is in Chinese with no English documentation, severely limiting the audience
- No requirements.txt or environment setup — getting the notebooks to run on current Python/PyTorch versions will require detective work