Built with a graphify code-graph pass, mirroring the audit done on the
sibling Lotto 6aus49 project. Documents the ingestion -> training ->
tip generation -> notification flow and several findings:
- The data-fetch fallback chain (lottoAPI/Lottoland/Sazka.cz + web
scraper) is already more robust here than Lotto's was before its fix.
- UltimateAIMLEurojackpotGenerator (and its EurojackpotAIMLEngine/
PatternEngine/HybridOptimizer) is duplicated verbatim in an unused
ultimate_ai_ml_eurojackpot_generator_v2.1_backup.py.
- A third standalone generator (optimized_eurojackpot_generator.py)
and a second updater (update_historical_data.py) exist but aren't
wired into automation, alongside ~12 unreferenced analysis scripts.
- The popularity/quality score still uses the pre-fix Lotto approach
(ad-hoc lucky-number list, no arithmetic-progression detection, no
odd/even split heuristic, popularity only 20% of quality) and Euro
number selection has no EV consideration at all - a follow-up to
port the Lotto fix has not been done yet.
graphify-out/ itself is gitignored as a regenerable build artifact.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Data:
- Add 12 missing draws (2026-01-09, 2026-04-03 to 2026-05-15)
- Retrain LSTM and RF models on complete 952-draw dataset
- Run retroactive learning for all 12 skipped draws
Automation:
- Add eurojackpot-zahlen.eu web scraper as fallback when APIs fail
- Fixes recurring gap problem caused by Sazka detail-endpoint change
Generator improvements:
- Add hard structural filters (sum 95-165, 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 non-vectorized frequency calculation (stack().value_counts())
- Fix Division-by-Zero edge case in set_frequency_prior
- Fix potential KeyError on euro_ai_score in structural filter loop
.gitignore:
- Exclude data/backups/, weekly tip CSVs, performance reports
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This repository contains a comprehensive Eurojackpot lottery analysis and prediction system including:
- Historical data analysis and processing
- ML-based prediction models
- Automated weekly tip generation
- Position and range analysis tools
- Notification system for results
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
cbazzaandClaude Sonnet 5