From 427e704f3c4a2989fc50e61f40dcda66d0842e4a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Sebastian=20Fr=C3=B6hlich?= Date: Sat, 29 Aug 2026 13:55:22 +0200 Subject: [PATCH] Update draws, retrain models and generate tips through Aug 28 Also adds a Superzahl frequency analysis (results/superzahl_haeufigkeit.md). Co-Authored-By: Claude Sonnet 5 --- data/AlleLottozahlen.csv | 5 + data/generated_tips/generation_history.json | 42 +++++++ data/learning_log.json | 65 +++++++++++ .../deep_learning/lstm_config_49.json | 12 +- .../deep_learning/lstm_model_49.pth | Bin 1385136 -> 1385136 bytes data/ultimate_ml_models/learning_state.json | 108 +++++++++--------- data/ultimate_ml_models/trained_models.pkl | Bin 251525 -> 379559 bytes results/superzahl_haeufigkeit.md | 31 +++++ 8 files changed, 203 insertions(+), 60 deletions(-) create mode 100644 results/superzahl_haeufigkeit.md diff --git a/data/AlleLottozahlen.csv b/data/AlleLottozahlen.csv index 49ac517..b930d03 100644 --- a/data/AlleLottozahlen.csv +++ b/data/AlleLottozahlen.csv @@ -3149,3 +3149,8 @@ datum;Z1;Z2;Z3;Z4;Z5;Z6;SZ 2026-08-01;19;20;22;25;31;42;8 2026-08-05;15;23;24;36;44;49;0 2026-08-08;2;8;22;30;38;43;4 +2026-08-12;7;20;22;27;29;39;2 +2026-08-15;7;13;24;26;32;45;5 +2026-08-19;3;23;31;33;35;47;6 +2026-08-22;7;16;22;28;30;31;4 +2026-08-26;6;15;30;33;42;49;1 diff --git a/data/generated_tips/generation_history.json b/data/generated_tips/generation_history.json index d934311..3e24e64 100644 --- a/data/generated_tips/generation_history.json +++ b/data/generated_tips/generation_history.json @@ -587,6 +587,48 @@ "file": "weekly_lotto_tips_20260807_110240.csv", "avg_confidence": 0.45460136598458617, "avg_quality": 0.5817841547618449 + }, + { + "timestamp": "2026-08-11T21:00:20.807905", + "num_tips": 10, + "file": "weekly_lotto_tips_20260811_210020.csv", + "avg_confidence": 0.5274359506168171, + "avg_quality": 0.5688063859747159 + }, + { + "timestamp": "2026-08-14T21:00:22.919487", + "num_tips": 10, + "file": "weekly_lotto_tips_20260814_210022.csv", + "avg_confidence": 0.45696232827519756, + "avg_quality": 0.5879224320353735 + }, + { + "timestamp": "2026-08-18T18:17:04.111332", + "num_tips": 10, + "file": "weekly_lotto_tips_20260818_181704.csv", + "avg_confidence": 0.45110691656126567, + "avg_quality": 0.5898197992923758 + }, + { + "timestamp": "2026-08-21T21:10:41.791452", + "num_tips": 10, + "file": "weekly_lotto_tips_20260821_211041.csv", + "avg_confidence": 0.499932694493307, + "avg_quality": 0.559861447374393 + }, + { + "timestamp": "2026-08-25T21:00:21.499693", + "num_tips": 10, + "file": "weekly_lotto_tips_20260825_210021.csv", + "avg_confidence": 0.5955361973367623, + "avg_quality": 0.6146608306370026 + }, + { + "timestamp": "2026-08-28T21:00:30.465190", + "num_tips": 10, + "file": "weekly_lotto_tips_20260828_210030.csv", + "avg_confidence": 0.5506374712982418, + "avg_quality": 0.5772785715969829 } ] } \ No newline at end of file diff --git a/data/learning_log.json b/data/learning_log.json index c10aece..40dcf31 100644 --- a/data/learning_log.json +++ b/data/learning_log.json @@ -883,6 +883,71 @@ "main": 1.7, "sz_rate": 0.1 } + }, + { + "timestamp": "2026-08-12T20:00:58.985905", + "draw_date": "2026-08-12", + "evaluation": { + "main": 3, + "sz": false, + "tip": 9 + }, + "avg_matches": { + "main": 1.0, + "sz_rate": 0.1 + } + }, + { + "timestamp": "2026-08-18T18:16:19.268500", + "draw_date": "2026-08-15", + "evaluation": { + "main": 1, + "sz": false, + "tip": 1 + }, + "avg_matches": { + "main": 0.7, + "sz_rate": 0.1 + } + }, + { + "timestamp": "2026-08-19T20:00:51.392481", + "draw_date": "2026-08-19", + "evaluation": { + "main": 2, + "sz": false, + "tip": 3 + }, + "avg_matches": { + "main": 0.8, + "sz_rate": 0.1 + } + }, + { + "timestamp": "2026-08-22T20:01:17.278900", + "draw_date": "2026-08-22", + "evaluation": { + "main": 2, + "sz": false, + "tip": 2 + }, + "avg_matches": { + "main": 1.2, + "sz_rate": 0.1 + } + }, + { + "timestamp": "2026-08-26T20:00:56.288323", + "draw_date": "2026-08-26", + "evaluation": { + "main": 1, + "sz": false, + "tip": 1 + }, + "avg_matches": { + "main": 0.7, + "sz_rate": 0.1 + } } ] } \ No newline at end of file diff --git a/data/ultimate_ml_models/deep_learning/lstm_config_49.json b/data/ultimate_ml_models/deep_learning/lstm_config_49.json index aa9bb56..380e6ed 100644 --- a/data/ultimate_ml_models/deep_learning/lstm_config_49.json +++ b/data/ultimate_ml_models/deep_learning/lstm_config_49.json @@ -1,9 +1,9 @@ { - "trained_at": "2026-08-08T20:01:01.661343", - "num_samples": 3130, + "trained_at": "2026-08-26T20:00:56.283583", + "num_samples": 3135, "num_features": 20, - "final_loss": 0.3730404165726674, - "final_val_loss": 0.37338354587554934, - "best_val_loss": 0.37333065271377563, - "epochs_trained": 30 + "final_loss": 0.3730317278753353, + "final_val_loss": 0.3733683332800865, + "best_val_loss": 0.37311964482069016, + "epochs_trained": 28 } \ No newline at end of file diff --git a/data/ultimate_ml_models/deep_learning/lstm_model_49.pth b/data/ultimate_ml_models/deep_learning/lstm_model_49.pth index 62afa962035a74dc79c3f69068727e5ab475f71e..c75ec43aee1b495702a58cb6f6fdb66c8d25f89a 100644 GIT binary patch literal 1385136 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