cbazza/Lotto-Tip-Generator
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Initial commit: Lotto number generator project

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This project includes multiple AI/ML-based lottery number generators for
German Lotto 6aus49, including pattern analysis, weighted predictions,
and hybrid approaches. Features automated weekly tip generation,
performance tracking, and Telegram bot integration.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
This commit is contained in:
cbazzaandClaude Sonnet 4.5 committed 2025-12-16 14:47:59 +01:00
commit f6106b8333
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data/AlleLottozahlen.csv
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data/backups/AlleLottozahlen.csv.backup_20251127_170905
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data/backups/AlleLottozahlen.csv.backup_20251127_170931
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data/generated_tips/generation_history.json
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{
"generations": [
{
"timestamp": "2025-11-27T18:19:32.781791",
"num_tips": 10,
"file": "weekly_lotto_tips_20251127_181932.csv",
"avg_confidence": 0.20198644633225085,
"avg_quality": 0.4092184537421829
},
{
"timestamp": "2025-11-27T18:24:45.943531",
"num_tips": 10,
"file": "weekly_lotto_tips_20251127_182445.csv",
"avg_confidence": 0.20198644633225085,
"avg_quality": 0.4092184537421829
},
{
"timestamp": "2025-11-27T18:26:10.258919",
"num_tips": 10,
"file": "weekly_lotto_tips_20251127_182610.csv",
"avg_confidence": 0.20198644633225085,
"avg_quality": 0.4092184537421829
},
{
"timestamp": "2025-11-28T08:10:20.386838",
"num_tips": 10,
"file": "weekly_lotto_tips_20251128_081020.csv",
"avg_confidence": 0.20198644633225085,
"avg_quality": 0.4092184537421829
},
{
"timestamp": "2025-11-28T08:21:39.564264",
"num_tips": 10,
"file": "weekly_lotto_tips_20251128_082139.csv",
"avg_confidence": 0.20198644633225085,
"avg_quality": 0.4092184537421829
},
{
"timestamp": "2025-12-01T22:59:45.289311",
"num_tips": 10,
"file": "weekly_lotto_tips_20251201_225945.csv",
"avg_confidence": 0.20404455450112208,
"avg_quality": 0.41333230996486126
},
{
"timestamp": "2025-12-05T09:00:40.335240",
"num_tips": 10,
"file": "weekly_lotto_tips_20251205_090040.csv",
"avg_confidence": 0.2738296309272023,
"avg_quality": 0.44041734968145024
},
{
"timestamp": "2025-12-09T09:00:46.045739",
"num_tips": 10,
"file": "weekly_lotto_tips_20251209_090046.csv",
"avg_confidence": 0.2738296309272023,
"avg_quality": 0.44041734968145024
},
{
"timestamp": "2025-12-16T09:00:36.937116",
"num_tips": 10,
"file": "weekly_lotto_tips_20251216_090036.csv",
"avg_confidence": 0.2526153083488077,
"avg_quality": 0.4270460107501856
}
]
}
data/generated_tips/weekly_lotto_tips_20251127_181932.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,9-10-16-23-26-35,9,PURE-AI,0.1703,0.0868,0.1536,0.3969
2,3-6-11-14-35-46,9,PURE-AI,0.1965,0.0179,0.1608,0.3900
3,4-10-11-13-44-45,9,PURE-AI,0.1877,0.0179,0.1538,0.3852
4,2-5-14-19-21-26,4,PURE-AI,0.1763,0.0226,0.1456,0.3808
5,6-8-14-21-28-46,7,HYBRID-OPT,0.2825,0.0868,0.3575,0.4501
6,2-8-21-28-44-47,8,HYBRID-OPT,0.2352,0.1473,0.3574,0.4487
7,9-16-21-28-44-46,7,HYBRID-OPT,0.2252,0.1473,0.3529,0.4432
8,3-21-22-23-29-41,6,PURE-PATTERN,0.1600,0.0363,0.0734,0.3774
9,4-5-7-16-17-39,3,PURE-PATTERN,0.1350,0.0355,0.0653,0.3646
10,8-13-28-30-35-44,9,ENSEMBLE,0.2517,0.1473,0.1995,0.4552
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 9-10-16-23-26-35 9 PURE-AI 0.1703 0.0868 0.1536 0.3969
3 2 3-6-11-14-35-46 9 PURE-AI 0.1965 0.0179 0.1608 0.3900
4 3 4-10-11-13-44-45 9 PURE-AI 0.1877 0.0179 0.1538 0.3852
5 4 2-5-14-19-21-26 4 PURE-AI 0.1763 0.0226 0.1456 0.3808
6 5 6-8-14-21-28-46 7 HYBRID-OPT 0.2825 0.0868 0.3575 0.4501
7 6 2-8-21-28-44-47 8 HYBRID-OPT 0.2352 0.1473 0.3574 0.4487
8 7 9-16-21-28-44-46 7 HYBRID-OPT 0.2252 0.1473 0.3529 0.4432
9 8 3-21-22-23-29-41 6 PURE-PATTERN 0.1600 0.0363 0.0734 0.3774
10 9 4-5-7-16-17-39 3 PURE-PATTERN 0.1350 0.0355 0.0653 0.3646
11 10 8-13-28-30-35-44 9 ENSEMBLE 0.2517 0.1473 0.1995 0.4552
data/generated_tips/weekly_lotto_tips_20251127_182445.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,9-10-16-23-26-35,9,PURE-AI,0.1703,0.0868,0.1536,0.3969
2,3-6-11-14-35-46,9,PURE-AI,0.1965,0.0179,0.1608,0.3900
3,4-10-11-13-44-45,9,PURE-AI,0.1877,0.0179,0.1538,0.3852
4,2-5-14-19-21-26,4,PURE-AI,0.1763,0.0226,0.1456,0.3808
5,6-8-14-21-28-46,7,HYBRID-OPT,0.2825,0.0868,0.3575,0.4501
6,2-8-21-28-44-47,8,HYBRID-OPT,0.2352,0.1473,0.3574,0.4487
7,9-16-21-28-44-46,7,HYBRID-OPT,0.2252,0.1473,0.3529,0.4432
8,3-21-22-23-29-41,6,PURE-PATTERN,0.1600,0.0363,0.0734,0.3774
9,4-5-7-16-17-39,3,PURE-PATTERN,0.1350,0.0355,0.0653,0.3646
10,8-13-28-30-35-44,9,ENSEMBLE,0.2517,0.1473,0.1995,0.4552
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 9-10-16-23-26-35 9 PURE-AI 0.1703 0.0868 0.1536 0.3969
3 2 3-6-11-14-35-46 9 PURE-AI 0.1965 0.0179 0.1608 0.3900
4 3 4-10-11-13-44-45 9 PURE-AI 0.1877 0.0179 0.1538 0.3852
5 4 2-5-14-19-21-26 4 PURE-AI 0.1763 0.0226 0.1456 0.3808
6 5 6-8-14-21-28-46 7 HYBRID-OPT 0.2825 0.0868 0.3575 0.4501
7 6 2-8-21-28-44-47 8 HYBRID-OPT 0.2352 0.1473 0.3574 0.4487
8 7 9-16-21-28-44-46 7 HYBRID-OPT 0.2252 0.1473 0.3529 0.4432
9 8 3-21-22-23-29-41 6 PURE-PATTERN 0.1600 0.0363 0.0734 0.3774
10 9 4-5-7-16-17-39 3 PURE-PATTERN 0.1350 0.0355 0.0653 0.3646
11 10 8-13-28-30-35-44 9 ENSEMBLE 0.2517 0.1473 0.1995 0.4552
data/generated_tips/weekly_lotto_tips_20251127_182610.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,9-10-16-23-26-35,9,PURE-AI,0.1703,0.0868,0.1536,0.3969
2,3-6-11-14-35-46,9,PURE-AI,0.1965,0.0179,0.1608,0.3900
3,4-10-11-13-44-45,9,PURE-AI,0.1877,0.0179,0.1538,0.3852
4,2-5-14-19-21-26,4,PURE-AI,0.1763,0.0226,0.1456,0.3808
5,6-8-14-21-28-46,7,HYBRID-OPT,0.2825,0.0868,0.3575,0.4501
6,2-8-21-28-44-47,8,HYBRID-OPT,0.2352,0.1473,0.3574,0.4487
7,9-16-21-28-44-46,7,HYBRID-OPT,0.2252,0.1473,0.3529,0.4432
8,3-21-22-23-29-41,6,PURE-PATTERN,0.1600,0.0363,0.0734,0.3774
9,4-5-7-16-17-39,3,PURE-PATTERN,0.1350,0.0355,0.0653,0.3646
10,8-13-28-30-35-44,9,ENSEMBLE,0.2517,0.1473,0.1995,0.4552
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 9-10-16-23-26-35 9 PURE-AI 0.1703 0.0868 0.1536 0.3969
3 2 3-6-11-14-35-46 9 PURE-AI 0.1965 0.0179 0.1608 0.3900
4 3 4-10-11-13-44-45 9 PURE-AI 0.1877 0.0179 0.1538 0.3852
5 4 2-5-14-19-21-26 4 PURE-AI 0.1763 0.0226 0.1456 0.3808
6 5 6-8-14-21-28-46 7 HYBRID-OPT 0.2825 0.0868 0.3575 0.4501
7 6 2-8-21-28-44-47 8 HYBRID-OPT 0.2352 0.1473 0.3574 0.4487
8 7 9-16-21-28-44-46 7 HYBRID-OPT 0.2252 0.1473 0.3529 0.4432
9 8 3-21-22-23-29-41 6 PURE-PATTERN 0.1600 0.0363 0.0734 0.3774
10 9 4-5-7-16-17-39 3 PURE-PATTERN 0.1350 0.0355 0.0653 0.3646
11 10 8-13-28-30-35-44 9 ENSEMBLE 0.2517 0.1473 0.1995 0.4552
data/generated_tips/weekly_lotto_tips_20251128_081020.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,9-10-16-23-26-35,9,PURE-AI,0.1703,0.0868,0.1536,0.3969
2,3-6-11-14-35-46,9,PURE-AI,0.1965,0.0179,0.1608,0.3900
3,4-10-11-13-44-45,9,PURE-AI,0.1877,0.0179,0.1538,0.3852
4,2-5-14-19-21-26,4,PURE-AI,0.1763,0.0226,0.1456,0.3808
5,6-8-14-21-28-46,7,HYBRID-OPT,0.2825,0.0868,0.3575,0.4501
6,2-8-21-28-44-47,8,HYBRID-OPT,0.2352,0.1473,0.3574,0.4487
7,9-16-21-28-44-46,7,HYBRID-OPT,0.2252,0.1473,0.3529,0.4432
8,3-21-22-23-29-41,6,PURE-PATTERN,0.1600,0.0363,0.0734,0.3774
9,4-5-7-16-17-39,3,PURE-PATTERN,0.1350,0.0355,0.0653,0.3646
10,8-13-28-30-35-44,9,ENSEMBLE,0.2517,0.1473,0.1995,0.4552
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 9-10-16-23-26-35 9 PURE-AI 0.1703 0.0868 0.1536 0.3969
3 2 3-6-11-14-35-46 9 PURE-AI 0.1965 0.0179 0.1608 0.3900
4 3 4-10-11-13-44-45 9 PURE-AI 0.1877 0.0179 0.1538 0.3852
5 4 2-5-14-19-21-26 4 PURE-AI 0.1763 0.0226 0.1456 0.3808
6 5 6-8-14-21-28-46 7 HYBRID-OPT 0.2825 0.0868 0.3575 0.4501
7 6 2-8-21-28-44-47 8 HYBRID-OPT 0.2352 0.1473 0.3574 0.4487
8 7 9-16-21-28-44-46 7 HYBRID-OPT 0.2252 0.1473 0.3529 0.4432
9 8 3-21-22-23-29-41 6 PURE-PATTERN 0.1600 0.0363 0.0734 0.3774
10 9 4-5-7-16-17-39 3 PURE-PATTERN 0.1350 0.0355 0.0653 0.3646
11 10 8-13-28-30-35-44 9 ENSEMBLE 0.2517 0.1473 0.1995 0.4552
data/generated_tips/weekly_lotto_tips_20251128_082139.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,9-10-16-23-26-35,9,PURE-AI,0.1703,0.0868,0.1536,0.3969
2,3-6-11-14-35-46,9,PURE-AI,0.1965,0.0179,0.1608,0.3900
3,4-10-11-13-44-45,9,PURE-AI,0.1877,0.0179,0.1538,0.3852
4,2-5-14-19-21-26,4,PURE-AI,0.1763,0.0226,0.1456,0.3808
5,6-8-14-21-28-46,7,HYBRID-OPT,0.2825,0.0868,0.3575,0.4501
6,2-8-21-28-44-47,8,HYBRID-OPT,0.2352,0.1473,0.3574,0.4487
7,9-16-21-28-44-46,7,HYBRID-OPT,0.2252,0.1473,0.3529,0.4432
8,3-21-22-23-29-41,6,PURE-PATTERN,0.1600,0.0363,0.0734,0.3774
9,4-5-7-16-17-39,3,PURE-PATTERN,0.1350,0.0355,0.0653,0.3646
10,8-13-28-30-35-44,9,ENSEMBLE,0.2517,0.1473,0.1995,0.4552
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 9-10-16-23-26-35 9 PURE-AI 0.1703 0.0868 0.1536 0.3969
3 2 3-6-11-14-35-46 9 PURE-AI 0.1965 0.0179 0.1608 0.3900
4 3 4-10-11-13-44-45 9 PURE-AI 0.1877 0.0179 0.1538 0.3852
5 4 2-5-14-19-21-26 4 PURE-AI 0.1763 0.0226 0.1456 0.3808
6 5 6-8-14-21-28-46 7 HYBRID-OPT 0.2825 0.0868 0.3575 0.4501
7 6 2-8-21-28-44-47 8 HYBRID-OPT 0.2352 0.1473 0.3574 0.4487
8 7 9-16-21-28-44-46 7 HYBRID-OPT 0.2252 0.1473 0.3529 0.4432
9 8 3-21-22-23-29-41 6 PURE-PATTERN 0.1600 0.0363 0.0734 0.3774
10 9 4-5-7-16-17-39 3 PURE-PATTERN 0.1350 0.0355 0.0653 0.3646
11 10 8-13-28-30-35-44 9 ENSEMBLE 0.2517 0.1473 0.1995 0.4552
data/generated_tips/weekly_lotto_tips_20251201_225945.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,6-9-15-23-26-35,9,PURE-AI,0.1650,0.0868,0.1494,0.3948
2,4-10-14-35-42-46,9,PURE-AI,0.1934,0.0312,0.1610,0.3928
3,2-9-10-13-21-45,9,PURE-AI,0.1845,0.0355,0.1547,0.3892
4,3-14-17-26-42-44,4,PURE-AI,0.1717,0.1473,0.1668,0.4164
5,5-8-21-44-45-46,7,HYBRID-OPT,0.2503,0.0977,0.3468,0.4388
6,1-8-23-24-44-46,8,HYBRID-OPT,0.2315,0.1473,0.3557,0.4459
7,5-8-26-28-44-46,7,HYBRID-OPT,0.2679,0.1473,0.3721,0.4627
8,3-21-22-23-29-41,6,PURE-PATTERN,0.1562,0.0363,0.0722,0.3760
9,4-5-7-16-17-39,3,PURE-PATTERN,0.1295,0.0355,0.0637,0.3625
10,8-13-28-30-35-44,9,ENSEMBLE,0.2487,0.1473,0.1980,0.4541
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 6-9-15-23-26-35 9 PURE-AI 0.1650 0.0868 0.1494 0.3948
3 2 4-10-14-35-42-46 9 PURE-AI 0.1934 0.0312 0.1610 0.3928
4 3 2-9-10-13-21-45 9 PURE-AI 0.1845 0.0355 0.1547 0.3892
5 4 3-14-17-26-42-44 4 PURE-AI 0.1717 0.1473 0.1668 0.4164
6 5 5-8-21-44-45-46 7 HYBRID-OPT 0.2503 0.0977 0.3468 0.4388
7 6 1-8-23-24-44-46 8 HYBRID-OPT 0.2315 0.1473 0.3557 0.4459
8 7 5-8-26-28-44-46 7 HYBRID-OPT 0.2679 0.1473 0.3721 0.4627
9 8 3-21-22-23-29-41 6 PURE-PATTERN 0.1562 0.0363 0.0722 0.3760
10 9 4-5-7-16-17-39 3 PURE-PATTERN 0.1295 0.0355 0.0637 0.3625
11 10 8-13-28-30-35-44 9 ENSEMBLE 0.2487 0.1473 0.1980 0.4541
data/generated_tips/weekly_lotto_tips_20251203_153643.csv
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Tip_Number,Numbers,Superzahl,Strategy,Confidence,Quality,AI_Score
1,"[3, 14, 23, 32, 42, 45]",9,HYBRID-OPT,0.3399062832047575,0,0.1963670829207701
2,"[12, 14, 23, 31, 38, 45]",9,HYBRID-OPT,0.34581796167835793,0,0.20950414619543767
3,"[3, 14, 16, 21, 28, 46]",9,HYBRID-OPT,0.3365357293116831,0,0.23572538289157252
4,"[4, 8, 28, 45, 46, 48]",4,HYBRID-OPT,0.3603350396217583,0,0.28030850420020065
5,"[5, 8, 32, 45, 46, 48]",7,HYBRID-OPT,0.34037380463489725,0,0.23595020422939827
6,"[4, 6, 15, 21, 28, 46]",8,PURE-AI,0.1854058012262255,0,0.21000060366815654
7,"[1, 3, 5, 22, 42, 45]",7,PURE-AI,0.13501643275302097,0,0.14973347405972906
8,"[8, 13, 21, 28, 44, 46]",6,ENSEMBLE,0.20716513955348742,0,0.2670700051343721
9,"[8, 13, 21, 28, 35, 46]",3,ENSEMBLE,0.21137836572266078,0,0.27549645747271884
10,"[2, 9, 24, 30, 35, 49]",9,PURE-PATTERN,0.13893367710671584,0,0.11950495108631308
1 Tip_Number Numbers Superzahl Strategy Confidence Quality AI_Score
2 1 [3, 14, 23, 32, 42, 45] 9 HYBRID-OPT 0.3399062832047575 0 0.1963670829207701
3 2 [12, 14, 23, 31, 38, 45] 9 HYBRID-OPT 0.34581796167835793 0 0.20950414619543767
4 3 [3, 14, 16, 21, 28, 46] 9 HYBRID-OPT 0.3365357293116831 0 0.23572538289157252
5 4 [4, 8, 28, 45, 46, 48] 4 HYBRID-OPT 0.3603350396217583 0 0.28030850420020065
6 5 [5, 8, 32, 45, 46, 48] 7 HYBRID-OPT 0.34037380463489725 0 0.23595020422939827
7 6 [4, 6, 15, 21, 28, 46] 8 PURE-AI 0.1854058012262255 0 0.21000060366815654
8 7 [1, 3, 5, 22, 42, 45] 7 PURE-AI 0.13501643275302097 0 0.14973347405972906
9 8 [8, 13, 21, 28, 44, 46] 6 ENSEMBLE 0.20716513955348742 0 0.2670700051343721
10 9 [8, 13, 21, 28, 35, 46] 3 ENSEMBLE 0.21137836572266078 0 0.27549645747271884
11 10 [2, 9, 24, 30, 35, 49] 9 PURE-PATTERN 0.13893367710671584 0 0.11950495108631308
data/generated_tips/weekly_lotto_tips_20251205_090040.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,3-14-21-23-42-45,9,HYBRID-OPT,0.2256,0.1472,0.3530,0.4387
2,5-13-23-28-33-43,9,HYBRID-OPT,0.2340,0.1472,0.3568,0.4448
3,4-13-23-28-35-48,9,HYBRID-OPT,0.2432,0.1472,0.3610,0.4484
4,8-28-32-37-45-46,4,HYBRID-OPT,0.2960,0.0858,0.3632,0.4542
5,1-8-27-28-35-42,7,HYBRID-OPT,0.2502,0.1472,0.3641,0.4542
6,2-6-21-28-46-49,8,PURE-AI,0.2400,0.1472,0.2214,0.4485
7,1-3-14-17-27-29,7,PURE-AI,0.1949,0.0226,0.1604,0.3874
8,8-13-21-28-37-44,6,ENSEMBLE,0.2484,0.1472,0.1978,0.4541
9,8-13-21-28-36-37,3,ENSEMBLE,0.2600,0.1472,0.2036,0.4580
10,2-9-24-30-35-49,9,PURE-PATTERN,0.1793,0.1472,0.1568,0.4160
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 3-14-21-23-42-45 9 HYBRID-OPT 0.2256 0.1472 0.3530 0.4387
3 2 5-13-23-28-33-43 9 HYBRID-OPT 0.2340 0.1472 0.3568 0.4448
4 3 4-13-23-28-35-48 9 HYBRID-OPT 0.2432 0.1472 0.3610 0.4484
5 4 8-28-32-37-45-46 4 HYBRID-OPT 0.2960 0.0858 0.3632 0.4542
6 5 1-8-27-28-35-42 7 HYBRID-OPT 0.2502 0.1472 0.3641 0.4542
7 6 2-6-21-28-46-49 8 PURE-AI 0.2400 0.1472 0.2214 0.4485
8 7 1-3-14-17-27-29 7 PURE-AI 0.1949 0.0226 0.1604 0.3874
9 8 8-13-21-28-37-44 6 ENSEMBLE 0.2484 0.1472 0.1978 0.4541
10 9 8-13-21-28-36-37 3 ENSEMBLE 0.2600 0.1472 0.2036 0.4580
11 10 2-9-24-30-35-49 9 PURE-PATTERN 0.1793 0.1472 0.1568 0.4160
data/generated_tips/weekly_lotto_tips_20251209_090046.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,3-14-21-23-42-45,9,HYBRID-OPT,0.2256,0.1472,0.3530,0.4387
2,5-13-23-28-33-43,9,HYBRID-OPT,0.2340,0.1472,0.3568,0.4448
3,4-13-23-28-35-48,9,HYBRID-OPT,0.2432,0.1472,0.3610,0.4484
4,8-28-32-37-45-46,4,HYBRID-OPT,0.2960,0.0858,0.3632,0.4542
5,1-8-27-28-35-42,7,HYBRID-OPT,0.2502,0.1472,0.3641,0.4542
6,2-6-21-28-46-49,8,PURE-AI,0.2400,0.1472,0.2214,0.4485
7,1-3-14-17-27-29,7,PURE-AI,0.1949,0.0226,0.1604,0.3874
8,8-13-21-28-37-44,6,ENSEMBLE,0.2484,0.1472,0.1978,0.4541
9,8-13-21-28-36-37,3,ENSEMBLE,0.2600,0.1472,0.2036,0.4580
10,2-9-24-30-35-49,9,PURE-PATTERN,0.1793,0.1472,0.1568,0.4160
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 3-14-21-23-42-45 9 HYBRID-OPT 0.2256 0.1472 0.3530 0.4387
3 2 5-13-23-28-33-43 9 HYBRID-OPT 0.2340 0.1472 0.3568 0.4448
4 3 4-13-23-28-35-48 9 HYBRID-OPT 0.2432 0.1472 0.3610 0.4484
5 4 8-28-32-37-45-46 4 HYBRID-OPT 0.2960 0.0858 0.3632 0.4542
6 5 1-8-27-28-35-42 7 HYBRID-OPT 0.2502 0.1472 0.3641 0.4542
7 6 2-6-21-28-46-49 8 PURE-AI 0.2400 0.1472 0.2214 0.4485
8 7 1-3-14-17-27-29 7 PURE-AI 0.1949 0.0226 0.1604 0.3874
9 8 8-13-21-28-37-44 6 ENSEMBLE 0.2484 0.1472 0.1978 0.4541
10 9 8-13-21-28-36-37 3 ENSEMBLE 0.2600 0.1472 0.2036 0.4580
11 10 2-9-24-30-35-49 9 PURE-PATTERN 0.1793 0.1472 0.1568 0.4160
data/generated_tips/weekly_lotto_tips_20251209_100150.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,3-8-23-28-33-49,9,HYBRID-OPT,0.2543,0.1472,0.3660,0.4559
2,4-13-28-29-33-45,9,HYBRID-OPT,0.2390,0.1472,0.3591,0.4477
3,14-15-29-32-45-48,9,HYBRID-OPT,0.2172,0.1472,0.3493,0.4355
4,8-15-21-28-45-46,4,HYBRID-OPT,0.2928,0.1472,0.3833,0.4717
5,1-14-26-28-35-42,7,HYBRID-OPT,0.2238,0.1472,0.3522,0.4411
6,2-15-28-29-32-46,8,PURE-AI,0.2340,0.0864,0.2044,0.4280
7,3-7-11-33-42-45,7,PURE-AI,0.1912,0.0312,0.1592,0.3895
8,8-13-21-28-37-44,6,ENSEMBLE,0.2454,0.1472,0.1963,0.4531
9,8-13-21-28-36-37,3,ENSEMBLE,0.2564,0.1472,0.2018,0.4567
10,2-9-24-30-35-49,9,PURE-PATTERN,0.1690,0.1472,0.1537,0.4119
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 3-8-23-28-33-49 9 HYBRID-OPT 0.2543 0.1472 0.3660 0.4559
3 2 4-13-28-29-33-45 9 HYBRID-OPT 0.2390 0.1472 0.3591 0.4477
4 3 14-15-29-32-45-48 9 HYBRID-OPT 0.2172 0.1472 0.3493 0.4355
5 4 8-15-21-28-45-46 4 HYBRID-OPT 0.2928 0.1472 0.3833 0.4717
6 5 1-14-26-28-35-42 7 HYBRID-OPT 0.2238 0.1472 0.3522 0.4411
7 6 2-15-28-29-32-46 8 PURE-AI 0.2340 0.0864 0.2044 0.4280
8 7 3-7-11-33-42-45 7 PURE-AI 0.1912 0.0312 0.1592 0.3895
9 8 8-13-21-28-37-44 6 ENSEMBLE 0.2454 0.1472 0.1963 0.4531
10 9 8-13-21-28-36-37 3 ENSEMBLE 0.2564 0.1472 0.2018 0.4567
11 10 2-9-24-30-35-49 9 PURE-PATTERN 0.1690 0.1472 0.1537 0.4119
data/generated_tips/weekly_lotto_tips_20251216_090036.csv
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Tip_Number,Numbers,Superzahl,Strategy,AI_Score,Pattern_Weight,Confidence,Quality
1,8-13-22-29-37-46,9,HYBRID-OPT,0.1935,0.1473,0.3387,0.4318
2,12-14-23-31-38-45,9,HYBRID-OPT,0.1916,0.1473,0.3378,0.4279
3,8-12-27-28-33-34,9,HYBRID-OPT,0.1988,0.1473,0.3410,0.4351
4,8-11-28-45-46-48,8,HYBRID-OPT,0.2602,0.0976,0.3513,0.4472
5,8-15-32-45-46-48,7,HYBRID-OPT,0.2073,0.0976,0.3275,0.4233
6,15-23-28-42-46-49,5,PURE-AI,0.1940,0.0860,0.1724,0.4136
7,10-11-27-32-37-46,7,PURE-AI,0.1133,0.1473,0.1201,0.3939
8,8-13-21-28-37-46,6,ENSEMBLE,0.2664,0.1473,0.2069,0.4630
9,8-13-21-28-37-46,3,ENSEMBLE,0.2664,0.1473,0.2069,0.4630
10,2-9-24-30-35-49,9,PURE-PATTERN,0.0685,0.1473,0.1237,0.3717
1 Tip_Number Numbers Superzahl Strategy AI_Score Pattern_Weight Confidence Quality
2 1 8-13-22-29-37-46 9 HYBRID-OPT 0.1935 0.1473 0.3387 0.4318
3 2 12-14-23-31-38-45 9 HYBRID-OPT 0.1916 0.1473 0.3378 0.4279
4 3 8-12-27-28-33-34 9 HYBRID-OPT 0.1988 0.1473 0.3410 0.4351
5 4 8-11-28-45-46-48 8 HYBRID-OPT 0.2602 0.0976 0.3513 0.4472
6 5 8-15-32-45-46-48 7 HYBRID-OPT 0.2073 0.0976 0.3275 0.4233
7 6 15-23-28-42-46-49 5 PURE-AI 0.1940 0.0860 0.1724 0.4136
8 7 10-11-27-32-37-46 7 PURE-AI 0.1133 0.1473 0.1201 0.3939
9 8 8-13-21-28-37-46 6 ENSEMBLE 0.2664 0.1473 0.2069 0.4630
10 9 8-13-21-28-37-46 3 ENSEMBLE 0.2664 0.1473 0.2069 0.4630
11 10 2-9-24-30-35-49 9 PURE-PATTERN 0.0685 0.1473 0.1237 0.3717
data/learning_log.json
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{
"updates": [
{
"timestamp": "2025-11-28T08:22:10.021143",
"draw_date": "2025-11-26",
"evaluation": {},
"avg_matches": {
"main": 0,
"sz_rate": 0
}
},
{
"timestamp": "2025-12-04T21:00:37.216715",
"draw_date": "2025-12-03",
"evaluation": {},
"avg_matches": {
"main": 0,
"sz_rate": 0
}
},
{
"timestamp": "2025-12-09T09:20:02.369830",
"draw_date": "2025-12-06",
"evaluation": {
"main": 2,
"sz": false,
"tip": 5
},
"avg_matches": {
"main": 0.9,
"sz_rate": 0.0
}
},
{
"timestamp": "2025-12-15T21:00:42.826980",
"draw_date": "2025-12-13",
"evaluation": {
"main": 2,
"sz": true,
"tip": 9
},
"avg_matches": {
"main": 1.2,
"sz_rate": 0.1
}
}
]
}
data/performance_reports/report_20251128_082210.txt
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======================================================================
LOTTO 6AUS49 PERFORMANCE REPORT
======================================================================
Erstellt: 2025-11-28 08:22:10
ZIEHUNG VOM 2025-11-26
----------------------------------------------------------------------
Hauptzahlen: [2, 9, 24, 28, 29, 39]
Superzahl: 8
======================================================================
data/performance_reports/report_20251128_082812.txt
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======================================================================
LOTTO 6AUS49 PERFORMANCE REPORT
======================================================================
Erstellt: 2025-11-28 08:28:12
ZIEHUNG VOM 2025-11-26
----------------------------------------------------------------------
Hauptzahlen: [2, 9, 24, 28, 29, 39]
Superzahl: 8
EVALUATION DER TIPPS
----------------------------------------------------------------------
Datei: weekly_lotto_tips_20251128_082139.csv
Tipps evaluiert: 10
Avg Main Matches: 1.00
SZ Match Rate: 10.0%
Bester Tipp: #6
- Main Treffer: 2
- SZ Match: Ja
======================================================================
data/performance_reports/report_20251204_210037.txt
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======================================================================
LOTTO 6AUS49 PERFORMANCE REPORT
======================================================================
Erstellt: 2025-12-04 21:00:37
ZIEHUNG VOM 2025-12-03
----------------------------------------------------------------------
Hauptzahlen: [21, 27, 29, 37, 44, 49]
Superzahl: 6
======================================================================
data/performance_reports/report_20251209_092002.txt
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======================================================================
LOTTO 6AUS49 PERFORMANCE REPORT
======================================================================
Erstellt: 2025-12-09 09:20:02
ZIEHUNG VOM 2025-12-06
----------------------------------------------------------------------
Hauptzahlen: [15, 26, 27, 33, 35, 37]
Superzahl: 2
EVALUATION DER TIPPS
----------------------------------------------------------------------
Datei: weekly_lotto_tips_20251209_090046.csv
Tipps evaluiert: 10
Avg Main Matches: 0.90
SZ Match Rate: 0.0%
Bester Tipp: #5
- Main Treffer: 2
- SZ Match: Nein
======================================================================
data/performance_reports/report_20251215_210042.txt
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======================================================================
LOTTO 6AUS49 PERFORMANCE REPORT
======================================================================
Erstellt: 2025-12-15 21:00:42
ZIEHUNG VOM 2025-12-13
----------------------------------------------------------------------
Hauptzahlen: [6, 11, 21, 32, 37, 45]
Superzahl: 3
EVALUATION DER TIPPS
----------------------------------------------------------------------
Datei: weekly_lotto_tips_20251209_100150.csv
Tipps evaluiert: 10
Avg Main Matches: 1.20
SZ Match Rate: 10.0%
Bester Tipp: #9
- Main Treffer: 2
- SZ Match: Ja
======================================================================
data/ultimate_ml_models/trained_models.pkl
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