cbazza/Lotto-Tip-Generator
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Update draws, retrain models and generate tips through Sep 11

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Also refreshes the Superzahl frequency analysis with the latest draws.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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cbazzaandClaude Sonnet 5 committed 2026-09-12 10:02:20 +02:00
1 parent d2c9369e3f
commit 73a6b43ec9
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data/AlleLottozahlen.csv
+4
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@@ -3154,3 +3154,7 @@ datum;Z1;Z2;Z3;Z4;Z5;Z6;SZ
2026-08-19;3;23;31;33;35;47;6 2026-08-19;3;23;31;33;35;47;6
2026-08-22;7;16;22;28;30;31;4 2026-08-22;7;16;22;28;30;31;4
2026-08-26;6;15;30;33;42;49;1 2026-08-26;6;15;30;33;42;49;1
2026-08-29;9;18;28;39;41;48;6
2026-09-02;8;19;23;32;44;45;8
2026-09-05;6;11;28;31;37;47;5
2026-09-09;7;24;28;30;39;41;5
1 datum Z1 Z2 Z3 Z4 Z5 Z6 SZ
3154 2026-08-19 3 23 31 33 35 47 6
3155 2026-08-22 7 16 22 28 30 31 4
3156 2026-08-26 6 15 30 33 42 49 1
3157 2026-08-29 9 18 28 39 41 48 6
3158 2026-09-02 8 19 23 32 44 45 8
3159 2026-09-05 6 11 28 31 37 47 5
3160 2026-09-09 7 24 28 30 39 41 5
data/generated_tips/generation_history.json
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@@ -629,6 +629,34 @@
"file": "weekly_lotto_tips_20260828_210030.csv", "file": "weekly_lotto_tips_20260828_210030.csv",
"avg_confidence": 0.5506374712982418, "avg_confidence": 0.5506374712982418,
"avg_quality": 0.5772785715969829 "avg_quality": 0.5772785715969829
},
{
"timestamp": "2026-09-01T21:00:51.165743",
"num_tips": 10,
"file": "weekly_lotto_tips_20260901_210051.csv",
"avg_confidence": 0.5179789527048461,
"avg_quality": 0.5936163803435738
},
{
"timestamp": "2026-09-04T21:08:30.163353",
"num_tips": 10,
"file": "weekly_lotto_tips_20260904_210830.csv",
"avg_confidence": 0.4558949537384773,
"avg_quality": 0.5771370784104253
},
{
"timestamp": "2026-09-08T21:11:41.032574",
"num_tips": 10,
"file": "weekly_lotto_tips_20260908_211141.csv",
"avg_confidence": 0.43113063183079586,
"avg_quality": 0.5745755401219569
},
{
"timestamp": "2026-09-11T21:00:21.363480",
"num_tips": 10,
"file": "weekly_lotto_tips_20260911_210021.csv",
"avg_confidence": 0.44672937432051574,
"avg_quality": 0.5866481687048961
} }
] ]
} }
data/learning_log.json
+52
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@@ -948,6 +948,58 @@
"main": 0.7, "main": 0.7,
"sz_rate": 0.1 "sz_rate": 0.1
} }
},
{
"timestamp": "2026-08-29T20:00:52.886607",
"draw_date": "2026-08-29",
"evaluation": {
"main": 2,
"sz": true,
"tip": 5
},
"avg_matches": {
"main": 0.8,
"sz_rate": 0.1
}
},
{
"timestamp": "2026-09-02T20:00:54.961352",
"draw_date": "2026-09-02",
"evaluation": {
"main": 2,
"sz": false,
"tip": 1
},
"avg_matches": {
"main": 1.1,
"sz_rate": 0.1
}
},
{
"timestamp": "2026-09-05T20:00:53.963202",
"draw_date": "2026-09-05",
"evaluation": {
"main": 2,
"sz": false,
"tip": 6
},
"avg_matches": {
"main": 0.6,
"sz_rate": 0.1
}
},
{
"timestamp": "2026-09-09T20:00:55.140109",
"draw_date": "2026-09-09",
"evaluation": {
"main": 1,
"sz": true,
"tip": 7
},
"avg_matches": {
"main": 0.4,
"sz_rate": 0.1
}
} }
] ]
} }
data/ultimate_ml_models/deep_learning/lstm_config_49.json
+6 -6
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@@ -1,9 +1,9 @@
{ {
"trained_at": "2026-08-26T20:00:56.283583", "trained_at": "2026-09-09T20:00:55.132856",
"num_samples": 3135, "num_samples": 3139,
"num_features": 20, "num_features": 20,
"final_loss": 0.3730317278753353, "final_loss": 0.3722805441180362,
"final_val_loss": 0.3733683332800865, "final_val_loss": 0.37351479232311247,
"best_val_loss": 0.37311964482069016, "best_val_loss": 0.3732968047261238,
"epochs_trained": 28 "epochs_trained": 30
} }
data/ultimate_ml_models/deep_learning/lstm_model_49.pth
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data/ultimate_ml_models/learning_state.json
+54 -54
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@@ -1,61 +1,61 @@
{ {
"adjustments": { "adjustments": {
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"stats": { "stats": {
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"correct": 396, "correct": 420,
"cycles": 66, "cycles": 70,
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data/ultimate_ml_models/trained_models.pkl
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results/superzahl_haeufigkeit.md
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@@ -1,25 +1,25 @@
# Häufigste Superzahlen – Lotto 6aus49 # Häufigste Superzahlen – Lotto 6aus49
Stand: 3.152 Ziehungen (inkl. Ziehung vom 15.08.2026) Stand: 3.155 Ziehungen (inkl. Ziehung vom 26.08.2026)
| Rang | Superzahl | Häufigkeit | Anteil | | Rang | Superzahl | Häufigkeit | Anteil |
|---|---|---|---| | --- | --- | --- | --- |
| 1 | **7** | 342× | 10,85% | | 1 | **7** | 342× | 10,84% |
| 2 | **5** | 333× | 10,56% | | 2 | **5** | 333× | 10,55% |
| 3 | **4** | 327× | 10,37% | | 3 | **4** | 328× | 10,40% |
| 4 | **6** | 318× | 10,09% | | 4 | **6** | 319× | 10,11% |
| 5 | **3** | 317× | 10,06% | | 5 | **3** | 317× | 10,05% |
| 6 | **0** | 311× | 9,87% | | 6 | **0** | 311× | 9,86% |
| 7 | **1** | 306× | 9,71% | | 7 | **1** | 307× | 9,73% |
| 8 | **2** | 306× | 9,71% | | 8 | **2** | 306× | 9,70% |
| 9 | **8** | 299× | 9,49% | | 9 | **8** | 299× | 9,48% |
| 10 | **9** | 293× | 9,30% | | 10 | **9** | 293× | 9,29% |
## Einordnung ## Einordnung
Bei theoretisch exakt gleicher Wahrscheinlichkeit (10,0% pro Ziffer) liegt die Bei theoretisch exakt gleicher Wahrscheinlichkeit (10,0% pro Ziffer) liegt die
erwartete Zufallsschwankung bei ±0,5 Prozentpunkten über 3.152 Ziehungen — die erwartete Zufallsschwankung bei ±0,5 Prozentpunkten über 3.155 Ziehungen — die
gemessene Spanne (9,30%–10,85%) liegt genau in diesem Rauschband. Das ist gemessene Spanne (9,29%–10,84%) liegt genau in diesem Rauschband. Das ist
**kein Beleg dafür, dass die 7 "häufiger kommt"**, sondern reine **kein Beleg dafür, dass die 7 "häufiger kommt"**, sondern reine
Stichprobenstreuung, da jede Ziehung unabhängig und gleichverteilt ist. Stichprobenstreuung, da jede Ziehung unabhängig und gleichverteilt ist.