diff --git a/data/AlleEurojackpotzahlen.csv b/data/AlleEurojackpotzahlen.csv index cd5f7f0..f7fd83a 100644 --- a/data/AlleEurojackpotzahlen.csv +++ b/data/AlleEurojackpotzahlen.csv @@ -958,3 +958,7 @@ datum;Z1;Z2;Z3;Z4;Z5;SZ1;SZ2 2026-06-02;2;36;38;40;46;7;8 2026-06-05;21;23;44;47;50;1;7 2026-06-09;1;14;22;39;48;8;11 +2026-06-12;2;4;14;18;28;9;11 +2026-06-16;9;26;29;37;42;1;7 +2026-06-19;16;27;37;42;45;5;12 +2026-06-23;24;27;43;48;50;4;12 diff --git a/data/eurojackpot_ml_models/deep_learning_euro/lstm_config_12.json b/data/eurojackpot_ml_models/deep_learning_euro/lstm_config_12.json index edffce4..d55d213 100644 --- a/data/eurojackpot_ml_models/deep_learning_euro/lstm_config_12.json +++ b/data/eurojackpot_ml_models/deep_learning_euro/lstm_config_12.json @@ -1,9 +1,9 @@ { - "trained_at": "2026-06-10T12:30:36.402570", - "num_samples": 939, + "trained_at": "2026-06-26T14:12:09.271071", + "num_samples": 943, "num_features": 20, - "final_loss": 0.3324270670612653, - "final_val_loss": 0.3274357219537099, - "best_val_loss": 0.32425981760025024, - "epochs_trained": 23 + "final_loss": 0.3350204216937224, + "final_val_loss": 0.3224504888057709, + "best_val_loss": 0.32012996077537537, + "epochs_trained": 22 } \ No newline at end of file diff --git a/data/eurojackpot_ml_models/deep_learning_euro/lstm_model_12.pth b/data/eurojackpot_ml_models/deep_learning_euro/lstm_model_12.pth index cb71a36..4266ef0 100644 Binary files a/data/eurojackpot_ml_models/deep_learning_euro/lstm_model_12.pth and b/data/eurojackpot_ml_models/deep_learning_euro/lstm_model_12.pth differ diff --git a/data/eurojackpot_ml_models/deep_learning_main/lstm_config_50.json b/data/eurojackpot_ml_models/deep_learning_main/lstm_config_50.json index 7f5cf55..43c10c9 100644 --- a/data/eurojackpot_ml_models/deep_learning_main/lstm_config_50.json +++ b/data/eurojackpot_ml_models/deep_learning_main/lstm_config_50.json @@ -1,9 +1,9 @@ { - "trained_at": "2026-06-10T12:30:28.902406", - "num_samples": 939, + "trained_at": "2026-06-26T14:12:02.493679", + "num_samples": 943, "num_features": 20, - "final_loss": 0.33133769407868385, - "final_val_loss": 0.3294614652792613, - "best_val_loss": 0.3283757468064626, - "epochs_trained": 21 + "final_loss": 0.32751141612728435, + "final_val_loss": 0.3300037036339442, + "best_val_loss": 0.3280275712410609, + "epochs_trained": 30 } \ No newline at end of file diff --git a/data/eurojackpot_ml_models/deep_learning_main/lstm_model_50.pth b/data/eurojackpot_ml_models/deep_learning_main/lstm_model_50.pth index ddb99dd..9ea8852 100644 Binary files a/data/eurojackpot_ml_models/deep_learning_main/lstm_model_50.pth and b/data/eurojackpot_ml_models/deep_learning_main/lstm_model_50.pth differ diff --git a/data/eurojackpot_ml_models/learning_state.json b/data/eurojackpot_ml_models/learning_state.json index 669626b..320a87f 100644 --- a/data/eurojackpot_ml_models/learning_state.json +++ b/data/eurojackpot_ml_models/learning_state.json @@ -1,78 +1,78 @@ { "adjustments_main": { - "1": -0.10860294183842498, - "2": -0.15014393246037225, - "3": -0.15049186143381074, - "4": -0.17841212626877798, - "5": -0.14949987576078655, - "6": -0.17761896900955795, - "7": -0.164614148272901, - "8": -0.1423859708310458, - "9": -0.1650521179929941, - "10": -0.13876841631874517, - "11": -0.14972720792906175, - "12": -0.17920449281718037, - "13": -0.1391482953117692, - "14": -0.1646781090520196, - "15": -0.1276044766179271, - "16": -0.12574018086965372, - "17": -0.08676150557454657, - "18": -0.1122584551311414, - "19": -0.12529437279084446, - "20": -0.15030678306977097, - "21": -0.11054906401942806, - "22": -0.1625633416696206, - "23": -0.08454696592296142, - "24": -0.20489502745297208, - "25": -0.16472593076791767, - "26": -0.1669950229332217, - "27": -0.1646663354394467, - "28": -0.16467965478010288, - "29": -0.1552367988149023, - "30": -0.16543526424196192, - "31": -0.14976077321396652, - "32": -0.13823005066592367, - "33": -0.1497025845922184, - "34": -0.13966546454453035, - "35": -0.13567485020877704, - "36": -0.12231567662016858, - "37": -0.08711711921979694, - "38": -0.1156012038008242, - "39": -0.09859907832079726, - "40": -0.1513895486959712, - "41": -0.1505447173764371, - "42": -0.161008466006425, - "43": -0.14943265117277885, - "44": -0.11181949724627557, - "45": -0.16794290982391782, - "46": -0.1350061566227746, - "47": -0.09622325012698357, - "48": -0.12564069549000378, - "49": -0.17728702206487668, - "50": -0.17775659964670862 + "1": -0.12619836608746318, + "2": -0.15221250479165757, + "3": -0.16725576971060133, + "4": -0.17991956083653718, + "5": -0.16628347544855948, + "6": -0.1938443906543706, + "7": -0.18109772210361866, + "8": -0.15931078508418037, + "9": -0.1667508747810567, + "10": -0.1557650408354652, + "11": -0.16650629495977046, + "12": -0.19539844102264076, + "13": -0.15613737904077563, + "14": -0.16645817071995633, + "15": -0.14482271091270074, + "16": -0.1281450473660133, + "17": -0.10479049324048999, + "18": -0.11507907310647222, + "19": -0.1425584638001938, + "20": -0.16707436524451125, + "21": -0.12810585677132857, + "22": -0.1790876250355349, + "23": -0.10261991330687453, + "24": -0.20565400571670125, + "25": -0.18120728566028785, + "26": -0.16865521208798265, + "27": -0.15137349832884742, + "28": -0.16645968576456524, + "29": -0.1571303945901751, + "30": -0.1819025385106489, + "31": -0.16653919395700817, + "32": -0.15523736200969857, + "33": -0.1664821604084597, + "34": -0.15664428220600507, + "35": -0.15273288355762948, + "36": -0.1396388962359922, + "37": -0.07551254965229758, + "38": -0.1330577090551517, + "39": -0.11639308425633971, + "40": -0.16813563743232532, + "41": -0.16730757643637156, + "42": -0.14793711630571973, + "43": -0.151292585302194, + "44": -0.12935107126420056, + "45": -0.16951003107554743, + "46": -0.1520774638732381, + "47": -0.11406441743860245, + "48": -0.1279729118208299, + "49": -0.19351903302230727, + "50": -0.1790542892546445 }, "adjustments_euro": { - "1": -0.12500149901076954, - "2": -0.0651035811519891, - "3": -0.1381393049195061, - "4": -0.1661686978840013, - "5": -0.04087273625649298, - "6": -0.05714883057604833, - "7": -0.027563962331700977, - "8": -0.10983945670062731, - "9": -0.12983412000045735, - "10": -0.13642781627821166, - "11": -0.11098281250502877, - "12": -0.12228734710299878 + "1": -0.1274952805859072, + "2": -0.08356248943314629, + "3": -0.15514841761166354, + "4": -0.16769641312863537, + "5": -0.04496226390910391, + "6": -0.07576564462854152, + "7": -0.031991927667788016, + "8": -0.12741033551216618, + "9": -0.1323058522512846, + "10": -0.15347090287457343, + "11": -0.11382875262351197, + "12": -0.10983575407388531 }, "stats": { - "incorrect_main": 2070, - "correct_main": 230, - "incorrect_euro": 460, - "correct_euro": 92, - "cycles": 46, - "last_update": "2026-06-10T12:30:00.265551" + "incorrect_main": 2250, + "correct_main": 250, + "incorrect_euro": 500, + "correct_euro": 100, + "cycles": 50, + "last_update": "2026-06-24T08:00:34.777510" }, "learning_rate": 0.1, - "last_saved": "2026-06-10T12:30:00.265592" + "last_saved": "2026-06-24T08:00:34.777550" } \ No newline at end of file diff --git a/data/eurojackpot_ml_models/trained_models_main.pkl b/data/eurojackpot_ml_models/trained_models_main.pkl index 347d917..0912085 100644 Binary files a/data/eurojackpot_ml_models/trained_models_main.pkl and b/data/eurojackpot_ml_models/trained_models_main.pkl differ diff --git a/data/generated_tips/generation_history.json b/data/generated_tips/generation_history.json index 805357d..e3cad31 100644 --- a/data/generated_tips/generation_history.json +++ b/data/generated_tips/generation_history.json @@ -468,6 +468,34 @@ "file": "weekly_tips_20260610_133225.csv", "avg_confidence": 0.48925897711447985, "avg_quality": 0.6080343315716299 + }, + { + "timestamp": "2026-06-15T21:00:17.309342", + "num_tips": 10, + "file": "weekly_tips_20260615_210017.csv", + "avg_confidence": 0.47598011063730555, + "avg_quality": 0.595233074179182 + }, + { + "timestamp": "2026-06-18T21:00:16.210536", + "num_tips": 10, + "file": "weekly_tips_20260618_210016.csv", + "avg_confidence": 0.5105095615233324, + "avg_quality": 0.6180399917186346 + }, + { + "timestamp": "2026-06-25T21:00:15.328020", + "num_tips": 10, + "file": "weekly_tips_20260625_210015.csv", + "avg_confidence": 0.49709390275276955, + "avg_quality": 0.6193105807647 + }, + { + "timestamp": "2026-06-26T14:12:10.052597", + "num_tips": 10, + "file": "weekly_tips_20260626_141210.csv", + "avg_confidence": 0.45829977009199985, + "avg_quality": 0.5822532698964943 } ] } \ No newline at end of file diff --git a/data/learning_log.json b/data/learning_log.json index a0b3417..e81496a 100644 --- a/data/learning_log.json +++ b/data/learning_log.json @@ -624,6 +624,58 @@ "main": 0.4, "euro": 1.0 } + }, + { + "timestamp": "2026-06-13T08:00:37.763761", + "draw_date": "2026-06-12", + "evaluation": { + "main": 1, + "euro": 1, + "tip": 1 + }, + "avg_matches": { + "main": 0.5, + "euro": 0.5 + } + }, + { + "timestamp": "2026-06-17T08:00:38.027693", + "draw_date": "2026-06-16", + "evaluation": { + "main": 1, + "euro": 1, + "tip": 3 + }, + "avg_matches": { + "main": 0.4, + "euro": 0.6 + } + }, + { + "timestamp": "2026-06-20T08:01:15.493857", + "draw_date": "2026-06-19", + "evaluation": { + "main": 2, + "euro": 0, + "tip": 2 + }, + "avg_matches": { + "main": 1.0, + "euro": 0.1 + } + }, + { + "timestamp": "2026-06-24T08:00:34.778606", + "draw_date": "2026-06-23", + "evaluation": { + "main": 2, + "euro": 0, + "tip": 1 + }, + "avg_matches": { + "main": 1.0, + "euro": 0.1 + } } ] } \ No newline at end of file