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• 69355a1e4e update experiments mdl-dataset Hannes Signer 2025-03-28 21:10:54 +01:00
• d678c0bfde Merge branch 'mdl-dataset' of git.gfz-potsdam.de:naaice/model-training into mdl-dataset Hannes Signer 2025-03-28 16:04:42 +01:00
• 4f954cbc84 add script for experiments Hannes Signer 2025-03-28 16:01:42 +01:00
• 5175e3d6fa update notebook for experiments Hannes Signer 2025-03-28 15:57:21 +01:00
• e1227775e9 add model and history resutls Hannes Signer 2025-03-28 15:56:44 +01:00
• 04f5c40b29 adapt training Hannes Signer 2025-03-28 14:28:10 +01:00
• 09a5687580 delete old files Hannes Signer 2025-03-27 15:12:56 +01:00
• bbccd1444d update preprocessing Hannes Signer 2025-03-27 14:59:52 +01:00
• e21c7bede8 add template for test cases Hannes Signer 2025-03-27 14:52:32 +01:00
• 5b520c368d adapt scaler for different number of input and output features Hannes Signer 2025-03-27 14:52:18 +01:00
• f2c89e0b83 update preprocessing functions to enhance scaling options and improve mass balance evaluation Hannes Signer 2025-03-26 17:28:45 +01:00
• f321a5604b refactor preprocessing functions to support individual and global scaling, update mass balance evaluation to use correct target variable Hannes Signer 2025-03-26 17:28:27 +01:00
• 52940efdb9 adapt notebook for new dataset Hannes Signer 2025-03-26 13:35:17 +01:00
• c7b89505c2 add check for different scaler types Hannes Signer 2025-03-24 20:26:28 +01:00
• dd1bdb7fc5 add experiments for optimizer Hannes Signer 2025-03-24 20:25:59 +01:00
• b30810da37 add history results for different optimizer Hannes Signer 2025-03-24 20:25:30 +01:00
• c0d199c516 Merge branch 'main' into 'box-cox' box-cox Hannes Martin Signer 2025-03-24 18:03:48 +01:00
• 575c234e21 Merge branch 'main' into 'box-cox' Hannes Martin Signer 2025-03-24 18:03:24 +01:00
• 6ddfa4ad03 Merge branch 'preprocessing-experiment' into 'main' main Hannes Martin Signer 2025-03-24 18:02:55 +01:00
• 1f77b62ebd Merge branch 'preprocessing-experiment' into 'main' Hannes Martin Signer 2025-03-24 18:02:05 +01:00
• ad6a476497 Added Barite_4c_mdl.h5 and corresponding poet scripts Marco De Lucia 2025-03-24 14:01:43 +01:00
• b8147d006b tests with invalid box-cox transformation Hannes Signer 2025-02-28 14:50:25 +01:00
• 79e50f47a2 add batch normalization and self normalizing models Hannes Signer 2025-02-28 10:44:47 +01:00
• e9baf132b4 add batch normalization Hannes Signer 2025-02-27 17:35:32 +01:00
• d62115b111 update README Hannes Martin Signer 2025-02-27 13:09:10 +01:00
• 05bbb87562 update readme and environment Hannes Signer 2025-02-27 12:48:58 +01:00
• d5d836bd98 clean up repositry Hannes Signer 2025-02-27 12:09:42 +01:00
• 4fe35855f0 Merge branch 'main' of git.gfz-potsdam.de:naaice/model-training Hannes Signer 2025-02-27 12:05:31 +01:00
• 91fd34bce0 Merge branch 'loss-experiment' Hannes Signer 2025-02-27 12:04:13 +01:00
• 1d9d193668 update julia script Hannes Martin Signer 2025-02-27 11:44:51 +01:00
• 5fee700eae Merge branch 'log-scale-error' into 'loss-experiment' Hannes Martin Signer 2025-02-27 11:42:05 +01:00
• 471038de50 update linting Hannes Signer 2025-02-26 18:51:40 +01:00
• 5f4c863b39 first draft for students Hannes Signer 2025-02-26 18:32:22 +01:00
• 331306c141 update mass_balance_evaluation Hannes Signer 2025-02-26 18:32:11 +01:00
• cce2f696a0 document functions Hannes Signer 2025-02-26 12:57:39 +01:00
• 03918222c4 test with losses Hannes Signer 2025-02-25 18:36:11 +01:00
• 0f7ee78a8a correction of scaling error in mass balance loss Hannes Signer 2025-02-25 18:06:56 +01:00
• 8051eb3c3d investigate scaling error Hannes Signer 2025-02-21 16:57:55 +01:00
• c0ca00271e adapt notebook Hannes Signer 2025-02-21 09:42:33 +01:00
• 5ffcd75adc update test samples Hannes Signer 2025-02-19 17:58:47 +01:00
• df7cabfb31 update notebook to new training structure Hannes Signer 2025-02-18 20:47:24 +01:00
• 1381e9a879 add first models Hannes Signer 2025-02-18 20:28:43 +01:00
• 7642d22d4d add 4 corner small dataset Hannes Signer 2025-02-18 20:08:13 +01:00
• 3bf4ff42a0 add dataset Hannes Signer 2025-02-18 20:06:23 +01:00
• bf0dfcb690 delete cache Hannes Signer 2025-02-18 19:55:13 +01:00
• c447a6c84a Merge branch 'loss-experiment' of git.gfz-potsdam.de:naaice/model-training into loss-experiment Hannes Signer 2025-02-18 17:16:16 +01:00
• 1a3787c530 add measurement plan Hannes Signer 2025-02-18 17:08:50 +01:00
• b58e8869ad prepare optimization study Hannes Signer 2025-02-18 17:05:24 +01:00
• 052cf356c9 restructure project Hannes Signer 2025-02-18 14:41:41 +01:00
• 019a426af4 update gitignore Hannes Signer 2025-02-17 22:23:48 +01:00
• 4a86161cce test combined loss functions Hannes Signer 2025-02-17 22:23:28 +01:00
• 986191f72c update training Hannes Signer 2025-02-17 18:13:57 +01:00
• 5413be8610 Merge branch 'ml/add-iteration' into 'main' Max Lübke 2025-02-17 14:28:31 +01:00
• ed70b85775 feat: Add iteration number to transport and chemistry DataFrames Max Luebke 2025-02-17 14:27:07 +01:00
• d27e9e9c5d add optimizer framework Hannes Signer 2025-02-17 00:11:36 +01:00
• 3171dd3643 custom loss function Hannes Signer 2025-02-14 16:33:32 +01:00
• e9f49308f2 further tests Hannes Signer 2025-02-13 17:11:45 +01:00
• 4d7502c309 Merge branch 'loss-experiment' of git.gfz-potsdam.de:naaice/model-training into loss-experiment Hannes Signer 2025-02-11 17:22:13 +01:00
• a0145576f4 add new model architecture Hannes Signer 2025-02-11 17:17:43 +01:00
• 3eb46f6c26 further experiments Hannes Signer 2025-01-24 16:28:56 +01:00
• 67b1f23fa3 update preprocessing Hannes Signer 2025-01-23 17:51:26 +01:00
• 78a57654a3 encapsulate functionality Hannes Signer 2025-01-22 17:36:06 +01:00
• a4c419c618 add template class Hannes Signer 2025-01-21 17:36:41 +01:00
• 81d35796f8 add custom scaler steps Hannes Signer 2025-01-20 19:40:57 +01:00
• f0a4ddddc6 add new dataset Hannes Signer 2025-01-20 10:25:27 +01:00
• d517ca6540 add sampling function Hannes Signer 2025-01-15 17:23:58 +01:00
• bea094be35 update sampling methods Hannes Signer 2025-01-15 16:04:14 +01:00
• 6872dc1aed add normal oversampling Hannes Signer 2025-01-15 14:11:13 +01:00
• 91791d7e61 Merge branch 'ml/new-data-set' into 'main' Max Lübke 2025-01-15 13:43:03 +01:00
• 9e884bcc99 Add convert script and new data set Max Lübke 2025-01-15 13:42:27 +01:00
• 78cd2f2083 add data conversion script Hannes Signer 2025-01-15 12:02:54 +01:00
• 66fd10c19e add SMORT sampling Hannes Signer 2025-01-15 12:01:22 +01:00
• bb94da79d7 add data conversion script Hannes Signer 2025-01-15 12:00:30 +01:00
• 746b469ba7 correct swapped variables Hannes Signer 2025-01-15 11:55:24 +01:00
• 4ee967f613 add SMOT sampling strategy Hannes Signer 2025-01-15 11:50:05 +01:00
• 60f0165df1 add SMOT sampling strategy Hannes Signer 2025-01-15 11:49:01 +01:00
• f89228de06 add kmeans clustering Hannes Signer 2025-01-14 17:48:41 +01:00
• 1d1b2cb3bf update readme Hannes Signer 2025-01-13 17:26:26 +01:00
• 2b6cd600a1 add training notebook and environment Hannes Signer 2025-01-13 17:19:15 +01:00
• cd2f06d5aa add training data Hannes Signer 2025-01-13 17:14:21 +01:00
• 2836358b51 Initial commit Hannes Martin Signer 2025-01-13 17:09:50 +01:00