stefan-jansen--machine-learning-for-trading
wehub-resource-sync
21 行
1.3 KiB
Markdown
21 行
1.3 KiB
Markdown
# Reader scripts
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The few standalone command-line tools a reader runs, from the repository root
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(`uv run python scripts/<name>.py`). These are programs you **execute**; the
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importable library code the notebooks build on lives in [`utils/`](../utils).
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- **`verify_installation.py`** — run this first, right after installing: it imports
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the core dependencies and reports whether CUDA, matplotlib, and Plotly are working.
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- **`download_artifacts.py`** — pulls the pre-computed model predictions and backtest
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results so the Chapter 11–20 case-study notebooks run without retraining from scratch.
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- **`sync_notebooks.py`** — regenerates a notebook's `.ipynb` from its Jupytext `.py`
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source (or the reverse); pass `--check` to only report which pairs have drifted.
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- **`sanitize_notebook_paths.py`** — strips machine-specific absolute paths out of
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committed notebook outputs and metadata; a CI check fails if any slip through.
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- **`notebook_provenance.py`** — the pre-commit gate: it stamps each executed notebook
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with the git hash of its `.py` source and blocks commits of stale or test-mode runs.
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> Internal registry-maintenance tooling (backfills, schema migrations, one-off data
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> repairs) is intentionally **not** in this repository — it lives in the separate
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> maintainer workspace.
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