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docs: Add comprehensive README for ml_sentiment.py - #14

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claude/issue-10-20260618-1526
Jun 18, 2026
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docs: Add comprehensive README for ml_sentiment.py#14
orville-wright merged 1 commit into
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claude/issue-10-20260618-1526

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Adds README_ml_sentiment.md with full documentation of the ml_sentiment class including all 9 methods, thread-safe singleton lifecycle, 2-vector sentiment model, ZSTD compression, and output format.

Closes #10

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Full documentation of the ml_sentiment class including:
- Architecture and pipeline position
- All 9 methods with parameters, return values, and behavior
- Thread-safe singleton HuggingFace classifier lifecycle
- Sentiment scoring model (2-vector quant-standard approach)
- Sentiment band direction system
- ZSTD compression details
- cr_package output format with real example data
- Usage example

Closes #10

Co-authored-by: Orville Wright <orville-wright@users.noreply.github.com>
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approved by Dave

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orville-wright merged commit dcf5726 into main Jun 18, 2026
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New readme for ml_sentiment

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