77 Commits

This Branch

This Branch

All Branches

Author	SHA1	Message	Date
Hannes Signer	69355a1e4e	update experiments	2025-03-28 21:10:54 +01:00
Hannes Signer	d678c0bfde	Merge branch 'mdl-dataset' of git.gfz-potsdam.de:naaice/model-training into mdl-dataset	2025-03-28 16:04:42 +01:00
Hannes Signer	4f954cbc84	add script for experiments	2025-03-28 16:01:42 +01:00
Hannes Signer	5175e3d6fa	update notebook for experiments	2025-03-28 15:57:21 +01:00
Hannes Signer	e1227775e9	add model and history resutls	2025-03-28 15:56:44 +01:00
Hannes Signer	04f5c40b29	adapt training	2025-03-28 14:28:10 +01:00
Hannes Signer	09a5687580	delete old files	2025-03-27 15:12:56 +01:00
Hannes Signer	bbccd1444d	update preprocessing	2025-03-27 14:59:52 +01:00
Hannes Signer	e21c7bede8	add template for test cases	2025-03-27 14:52:32 +01:00
Hannes Signer	5b520c368d	adapt scaler for different number of input and output features	2025-03-27 14:52:18 +01:00
Hannes Signer	f2c89e0b83	update preprocessing functions to enhance scaling options and improve mass balance evaluation	2025-03-26 17:28:45 +01:00
Hannes Signer	f321a5604b	refactor preprocessing functions to support individual and global scaling, update mass balance evaluation to use correct target variable	2025-03-26 17:28:27 +01:00
Hannes Signer	52940efdb9	adapt notebook for new dataset	2025-03-26 13:35:17 +01:00
Hannes Signer	c7b89505c2	add check for different scaler types	2025-03-24 20:26:28 +01:00
Hannes Signer	dd1bdb7fc5	add experiments for optimizer	2025-03-24 20:25:59 +01:00
Hannes Signer	b30810da37	add history results for different optimizer	2025-03-24 20:25:30 +01:00
Hannes Martin Signer	6ddfa4ad03	Merge branch 'preprocessing-experiment' into 'main' ... Preprocessing experiment See merge request naaice/model-training!7	2025-03-24 18:02:55 +01:00
Marco De Lucia	ad6a476497	Added Barite_4c_mdl.h5 and corresponding poet scripts	2025-03-24 14:01:43 +01:00
Hannes Signer	79e50f47a2	add batch normalization and self normalizing models	2025-02-28 10:44:47 +01:00
Hannes Signer	e9baf132b4	add batch normalization	2025-02-27 17:35:32 +01:00
Hannes Martin Signer	d62115b111	update README	2025-02-27 13:09:10 +01:00
Hannes Signer	05bbb87562	update readme and environment	2025-02-27 12:48:58 +01:00
Hannes Signer	d5d836bd98	clean up repositry	2025-02-27 12:09:42 +01:00
Hannes Signer	4fe35855f0	Merge branch 'main' of git.gfz-potsdam.de:naaice/model-training	2025-02-27 12:05:31 +01:00
Hannes Signer	91fd34bce0	Merge branch 'loss-experiment'	2025-02-27 12:04:13 +01:00
Hannes Martin Signer	1d9d193668	update julia script	2025-02-27 11:44:51 +01:00
Hannes Martin Signer	5fee700eae	Merge branch 'log-scale-error' into 'loss-experiment' ... Solve scaling error with min max scaling and restructure notebook as well as preprocessing functions See merge request naaice/model-training!3	2025-02-27 11:42:05 +01:00
Hannes Signer	471038de50	update linting	2025-02-26 18:51:40 +01:00
Hannes Signer	5f4c863b39	first draft for students	2025-02-26 18:32:22 +01:00
Hannes Signer	331306c141	update mass_balance_evaluation	2025-02-26 18:32:11 +01:00
Hannes Signer	cce2f696a0	document functions	2025-02-26 12:57:39 +01:00
Hannes Signer	03918222c4	test with losses	2025-02-25 18:36:11 +01:00
Hannes Signer	0f7ee78a8a	correction of scaling error in mass balance loss	2025-02-25 18:06:56 +01:00
Hannes Signer	8051eb3c3d	investigate scaling error	2025-02-21 16:57:55 +01:00
Hannes Signer	c0ca00271e	adapt notebook	2025-02-21 09:42:33 +01:00
Hannes Signer	5ffcd75adc	update test samples	2025-02-19 17:58:47 +01:00
Hannes Signer	df7cabfb31	update notebook to new training structure	2025-02-18 20:47:24 +01:00
Hannes Signer	1381e9a879	add first models	2025-02-18 20:28:43 +01:00
Hannes Signer	7642d22d4d	add 4 corner small dataset	2025-02-18 20:08:13 +01:00
Hannes Signer	3bf4ff42a0	add dataset	2025-02-18 20:06:23 +01:00
Hannes Signer	bf0dfcb690	delete cache	2025-02-18 19:55:13 +01:00
Hannes Signer	c447a6c84a	Merge branch 'loss-experiment' of git.gfz-potsdam.de:naaice/model-training into loss-experiment	2025-02-18 17:16:16 +01:00
Hannes Signer	1a3787c530	add measurement plan	2025-02-18 17:08:50 +01:00
Hannes Signer	b58e8869ad	prepare optimization study	2025-02-18 17:05:24 +01:00
Hannes Signer	052cf356c9	restructure project	2025-02-18 14:41:41 +01:00
Hannes Signer	019a426af4	update gitignore	2025-02-17 22:23:48 +01:00
Hannes Signer	4a86161cce	test combined loss functions	2025-02-17 22:23:28 +01:00
Hannes Signer	986191f72c	update training	2025-02-17 18:13:57 +01:00
Max Lübke	5413be8610	Merge branch 'ml/add-iteration' into 'main' ... feat: Add iteration number to transport and chemistry DataFrames See merge request naaice/model-training!2	2025-02-17 14:28:31 +01:00
Max Luebke	ed70b85775	feat: Add iteration number to transport and chemistry DataFrames	2025-02-17 14:27:07 +01:00