docs: add Russian project report notebook (notebooks/report.ipynb)
Runnable end-to-end report combining narrative, code, and inline figures: data and .chord format, transformer working principle, two-stage training curves, perplexity (3.58 -> 2.15), distribution-shift plot with a reading legend, qualitative examples, and a generation demo. Written in a first-person student voice. - CLAUDE.md: report is now a Jupyter notebook; GOST formatting dropped - requirements.txt: add nbconvert + ipykernel (optional, for the notebook) Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@@ -131,7 +131,7 @@ No formal blind listening test (out of scope for the deadline).
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## Working language
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- **Code, identifiers, code comments, log messages, commit messages: English.**
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- **User-facing output, the academic report, and the README user guide: Russian** (per university requirements; the report must comply with GOST).
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- **User-facing output, the academic report, and the README user guide: Russian** (per university requirements). The report is delivered as a runnable Jupyter notebook (`notebooks/report.ipynb`), **not** a GOST-formatted document — strict GOST formatting was explicitly dropped by the author (this is a student project, not formal coursework).
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- **Conversations with the developer (the author): Russian.**
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When generating commit messages or code comments, write in English. When generating the report or any user-facing text, write in Russian.
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