Improve generator quality and sync data (May 2026)

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Data:
- Add missing draw 2026-05-16 (7 11 20 23 27 30 SZ:9) via GitHub archive
- Run retroactive learning for skipped 2026-01-07 draw

Generator improvements (ported from Eurojackpot):
- Add hard structural filters (sum 100-200, min 1 even + 1 odd per tip)
- Add long-term frequency prior as learner dampener (alpha=0.2)
- Fix ENSEMBLE strategy generating duplicate tips (greedy → weighted random)
- Fix Division-by-Zero edge case in set_frequency_prior
- Fix freq_alpha boundary and clip final adjusted value to [0,1]
- Prevent negative weights in random.choices (floor at 0.001)
- Use vectorized stack().value_counts() for frequency calculation

.gitignore:
- Exclude data/backups/, weekly tip CSVs, performance reports, data/data/

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

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cbazzaandClaude Sonnet 4.6 committed 2026-05-19 13:34:24 +02:00

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commit 31cfd914c5

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data/ultimate_ml_models/trained_models.pkl

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