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Author	SHA1	Message	Date
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
Hannes Signer	d27e9e9c5d	add optimizer framework	2025-02-17 00:11:36 +01:00
Hannes Signer	3171dd3643	custom loss function	2025-02-14 16:33:32 +01:00
Hannes Signer	e9f49308f2	further tests	2025-02-13 17:11:45 +01:00
Hannes Signer	4d7502c309	Merge branch 'loss-experiment' of git.gfz-potsdam.de:naaice/model-training into loss-experiment	2025-02-11 17:22:13 +01:00
Hannes Signer	a0145576f4	add new model architecture	2025-02-11 17:17:43 +01:00
Hannes Signer	3eb46f6c26	further experiments	2025-01-24 16:28:56 +01:00
Hannes Signer	67b1f23fa3	update preprocessing	2025-01-23 17:51:26 +01:00
Hannes Signer	78a57654a3	encapsulate functionality	2025-01-22 17:36:06 +01:00
Hannes Signer	a4c419c618	add template class	2025-01-21 17:36:41 +01:00
Hannes Signer	81d35796f8	add custom scaler steps	2025-01-20 19:40:57 +01:00
Hannes Signer	f0a4ddddc6	add new dataset	2025-01-20 10:25:27 +01:00
Hannes Signer	d517ca6540	add sampling function	2025-01-15 17:23:58 +01:00
Hannes Signer	bea094be35	update sampling methods	2025-01-15 16:04:14 +01:00
Hannes Signer	6872dc1aed	add normal oversampling	2025-01-15 14:11:13 +01:00
Max Lübke	91791d7e61	Merge branch 'ml/new-data-set' into 'main' ... Add convert script and new data set See merge request naaice/model-training!1	2025-01-15 13:43:03 +01:00
Max Lübke	9e884bcc99	Add convert script and new data set	2025-01-15 13:42:27 +01:00
Hannes Signer	78cd2f2083	add data conversion script	2025-01-15 12:02:54 +01:00
Hannes Signer	66fd10c19e	add SMORT sampling	2025-01-15 12:01:22 +01:00
Hannes Signer	bb94da79d7	add data conversion script	2025-01-15 12:00:30 +01:00
Hannes Signer	746b469ba7	correct swapped variables	2025-01-15 11:55:24 +01:00
Hannes Signer	4ee967f613	add SMOT sampling strategy	2025-01-15 11:50:05 +01:00
Hannes Signer	60f0165df1	add SMOT sampling strategy	2025-01-15 11:49:01 +01:00
Hannes Signer	f89228de06	add kmeans clustering	2025-01-14 17:48:41 +01:00