Fix usage of Beta-KGE metric, add CITATION.cfg #82
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* Update README.md * Update README.md Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Remove joss badge * Add CITATION.cff * Update CITATION.cff Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com>
Add CITATION.cff, fix usage of Beta-KGE metric
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Squashed commit of the following: (#243) commit 76d0850 Author: Thomas Berends <thomasberends@hotmail.com> Date: Mon Jan 13 16:48:26 2025 +0100 MacOS with Metal support (#213) Option to train with device "mps" on MacOS with Metal support. commit 94fb2fa Author: XuHuanHydro <139729390+XuHuanHydro@users.noreply.github.com> Date: Thu Oct 17 16:05:46 2024 +0800 Corrected the formula in the docstring of FLV in metrics.py (#203) commit d4b3d2d Author: BaptisteFrancois <30347942+BaptisteFrancois@users.noreply.github.com> Date: Wed Sep 11 04:03:08 2024 -0400 Allow changing the directory during evaluation. Fixes #195. commit 7cd1846 Merge: e4329c3 60738fc Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Aug 2 15:11:20 2024 +0200 v1.11.0 update v1.11.0 commit 60738fc Merge: c8e8c10 cb1def0 Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Aug 2 14:35:01 2024 +0200 Merge pull request #236 from kratzert/master v1.11.0 to public commit e4329c3 Author: Brandon Victor <Multihuntr@hotmail.com> Date: Fri Mar 1 09:43:23 2024 +0100 Add AdamW to optimizers and ReLU to fc activations (#169) * Add AdamW to optimizers and ReLU to fc activations * Updating documentation commit 5436973 Author: Tadd Bindas <tkb5476@psu.edu> Date: Mon Feb 19 17:40:24 2024 -0500 Implemented the Mamba State Space model (#163) * added Mamba Model * updated the finetuning settings for mamba * fixed __init__.py bug * fixed broken config entries * added transpose * added transposes to fix dims * added a transition linear layer to assist with batching dim: * implementing code changes requested by gauchm * updated docs * verified code /config changes run * grammar correction in try/except block * removed the ModuleNotFound from the global scope. Added more docs * changing single freq model name * Update mamba.py * Update config.rst * Update neuralhydrology.modelzoo.mamba.rst commit 0dd762b Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Feb 19 14:25:59 2024 +0100 Fix attribute loading in Caravan dataset (#168) Fixes #167, we ignored the actual train/val/test basins when sanity checking the attributes. commit 36594aa Author: Brandon Victor <Multihuntr@hotmail.com> Date: Mon Feb 19 14:21:29 2024 +0100 Replace .iteritems() with .items() for pandas 2.x compatibility Pandas deprecated .iteritems() on Series in version 1.5. The suggested replacement is .items() (#166) commit 2a57873 Merge: 257970a c8e8c10 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Feb 8 09:31:11 2024 +0100 Merge pull request #161 from neuralhydrology/staging v1.10.0 commit c8e8c10 Merge: 558780f 56ac0d7 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Feb 7 22:24:00 2024 +0100 Merge pull request #226 from kratzert/master v1.10.0 to public commit 257970a Merge: f1ac00b 558780f Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 22:27:34 2023 +0000 Merge pull request #150 from neuralhydrology/staging Fix readthedocs issues commit 558780f Merge: d5b9598 aebe01e Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 22:23:21 2023 +0000 Merge pull request #222 from kratzert/master Fix rtd issues commit f1ac00b Merge: df8c2a6 d5b9598 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 21:13:54 2023 +0000 Merge pull request #149 from neuralhydrology/staging v. 1.9.1 commit d5b9598 Merge: 57ef7d7 9d96873 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 21:04:28 2023 +0000 Merge pull request #220 from kratzert/master v 1.9.1 commit df8c2a6 Merge: 1a3c313 57ef7d7 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Aug 18 11:28:12 2023 +0200 v.1.9.0 Update #143 v.1.9.0 Update commit 57ef7d7 Merge: 08f2787 f798676 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Aug 17 11:01:24 2023 +0200 Merge pull request #212 from kratzert/master Push v.1.9.0 to public commit 1a3c313 Merge: 068135a 08f2787 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Jul 27 21:57:03 2023 +0200 Merge pull request #137 from neuralhydrology/staging Release v.1.8.1 commit 08f2787 Merge: 4497a4e ca0bc82 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Jul 27 21:30:57 2023 +0200 Merge pull request #206 from kratzert/master Release version 1.8.1 commit 068135a Merge: b3ab73c 4497a4e Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Jul 7 13:02:28 2023 +0200 Merge pull request #129 from neuralhydrology/staging v1.8.0 commit 4497a4e Merge: f8e96a6 881d5d9 Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Jul 7 12:11:41 2023 +0200 Merge pull request #202 from kratzert/master v1.8.0 to public commit b3ab73c Author: Scott Hamshaw <shamshaw@uvm.edu> Date: Sun Jun 4 14:26:48 2023 -0400 enable non-verbose mode in trainer and tester (#124) Co-authored-by: Hamshaw, Scott Douglas <shamshaw@usgs.gov> commit e374e78 Author: Scott Hamshaw <shamshaw@uvm.edu> Date: Tue May 30 13:25:47 2023 -0400 Enable predictions in basins with no observations (#121) * add check basedataset for missing target vars * only allow missing targets during validate or test --------- Co-authored-by: Hamshaw, Scott Douglas <shamshaw@usgs.gov> commit 08d3559 Merge: 9dac113 f8e96a6 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 17 12:24:51 2023 +0000 Merge pull request #119 from neuralhydrology/staging v.1.7.0 Update commit f8e96a6 Merge: 9304f7c 8828524 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 17 12:00:48 2023 +0000 Merge pull request #196 from kratzert/master * Fix typo in models doc (#190) * CPU environment now pulls from conda forge, which is necessary to ensure an up-to-date xarray. (#193) * Fix handling of weekly frequencies. (#194) From #111: pd.infer_freq will return strings like "W-SUN" for weekly data, which pd.Timestamp doesn't understand. We now convert these frequencies to their equivalent multiple of 7D. * Correcting the pre model hook and UMAL sampling (#195) * The current use of `pre_model_hook` only applied the hook in training. This can be useful, but UMAL requires the hook also in validation and test. Thus, with the old setup UMAL only worked for the training. My propsoed changes make the `pre_model_hook` part of the model, apply it everywhere, and allow UMAL validation and evaluation. I think in the future we should also allow for different hook behaviors according to the setting at which it is called. But, for now the proposed changes are enough. * Simpler Hook and Cleaner Pipeline This commit comprises two things. (1) A pre model hook that is simpler than the one in original PR. (2) An idea to avoid copying the whole dataset that just involves a copy of the labels. That is still suboptimal in terms of memory use, but make the overall code simpler. Not sure if it is the best version. However, at some point we have to extend the labels for the loss, and we need to do so withouth breaking the whole downstream procedure. So maybe this is a good middle ground. * Simplified UMAL Sampling Logic This commit implements an idea from Martin that simplifies the sampling logic of the UMAL sampling util so that the sampling automatically checks whether the data has been extended. Thus no extra argument is required for the function call for `sample_umal`. * Spell correction neuralhydrology/modelzoo/basemodel.py Updated comment so that additional is spelled correctly Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Spell correction for neuralhydrology/utils/samplingutils.py UMAl -> UMAL Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Imporvement for Comments Added some minor changes to the comments. --------- Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Update __about__.py --------- Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> Co-authored-by: Grey Nearing <grey.nearing@gmail.com> Co-authored-by: Daniel Klotz <klotz@ml.jku.at> commit 9dac113 Merge: d38db98 9304f7c Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Apr 4 09:49:16 2023 +0200 Merge pull request #110 from neuralhydrology/staging v.1.6.0 commit 9304f7c Merge: 8cb8aff 49fb5f0 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Apr 4 09:36:02 2023 +0200 Merge pull request #189 from kratzert/master v.1.6.0 commit d38db98 Merge: 8228d30 8cb8aff Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 30 15:46:06 2023 +0200 Merge pull request #106 from neuralhydrology/staging v.1.5.1 fix finetuning commit 8cb8aff Merge: 23c24c2 b197732 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 30 15:33:43 2023 +0200 Merge pull request #183 from kratzert/master Fix finetuning (#182) commit 8228d30 Merge: e3b4814 23c24c2 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Jan 13 14:49:14 2023 +0200 Merge pull request #103 from neuralhydrology/staging v.1.5.0 commit 23c24c2 Merge: 24bec2f 90b60a6 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Jan 12 10:54:21 2023 +0200 Merge pull request #181 from kratzert/master Add Caravan dataset class commit 24bec2f Merge: 2d22a65 372a5d2 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Nov 29 09:14:19 2022 +0100 Merge pull request #174 from kratzert/master Fix dataset download documentation commit e3b4814 Merge: b95d10e 2d22a65 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:30:02 2022 +0100 Merge pull request #99 from neuralhydrology/staging Fix missing version bump commit 2d22a65 Merge: 74b9e42 915e359 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:23:35 2022 +0100 Merge pull request #170 from kratzert/master bump version to 1.4.1 commit b95d10e Merge: 4dc6a3e 1ef929d Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:13:43 2022 +0100 Upgrade to v.1.4.0 #98 commit 1ef929d Merge: 74b9e42 4dc6a3e Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:08:03 2022 +0100 Merge branch 'master' into staging commit 74b9e42 Merge: 5141399 9eeee20 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:04:16 2022 +0100 Merge pull request #169 from kratzert/master v.1.4.0 commit 4dc6a3e Author: Scott Hamshaw <shamshaw@uvm.edu> Date: Mon Nov 14 15:13:01 2022 -0500 minmax scaling typo fix (#97) commit b3c3250 Author: Sebastian Drost <s.drost@52north.org> Date: Mon Sep 19 22:52:18 2022 +0200 Implement peak flow bias metric (#95) * Implement peak flow bias metric * Improve failure handling for peak flow bias metric * Change peak flow bias implementation to calculate the mean absolute percentage error for peaks commit a4c284b Merge: 6d0b722 5141399 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 29 21:49:12 2022 +0200 Merge pull request #87 from neuralhydrology/staging Version update 1.3.0 commit 5141399 Merge: ce29b8e 230e062 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 29 21:19:31 2022 +0200 Merge pull request #156 from kratzert/master v.1.3.0 Update commit 6d0b722 Merge: 1ff36ea ce29b8e Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 15 21:06:37 2022 +0200 Merge pull request #86 from neuralhydrology/staging v.1.2.5 commit ce29b8e Merge: f4bf199 f36853a Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 15 20:44:48 2022 +0200 Merge pull request #151 from kratzert/master v.1.2.5 to public commit 1ff36ea Merge: 440fda7 f4bf199 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Mar 23 09:01:08 2022 +0000 Merge pull request #82 from neuralhydrology/staging Fix usage of Beta-KGE metric, add CITATION.cfg commit f4bf199 Merge: c454075 69c0281 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Mar 22 21:45:22 2022 +0000 Merge pull request #142 from kratzert/master Add CITATION.cff, fix usage of Beta-KGE metric commit 440fda7 Merge: 577aa32 c454075 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Mar 3 21:51:34 2022 +0100 Merge pull request #78 from neuralhydrology/staging Update cuda envs, extend GenericDataset docs commit c454075 Merge: 547ede2 6523693 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Mar 3 21:36:23 2022 +0100 Merge pull request #139 from kratzert/master Update cuda envs, extend GenericDataset doc commit 577aa32 Merge: b6d43b2 547ede2 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Feb 13 19:44:55 2022 +0100 Merge pull request #72 from neuralhydrology/staging Auto upload to PyPI, minor bugfixes, doc updates commit 547ede2 Merge: 8606cb7 af8126b Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Feb 13 19:34:40 2022 +0100 Merge pull request #136 from kratzert/master automatic PyPI upload, bugfixes, doc updates commit b6d43b2 Merge: 31bd284 8606cb7 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Feb 9 21:40:26 2022 +0100 Merge pull request #71 from neuralhydrology/staging Rework docs, add issue templates, fix minor bugs commit 8606cb7 Merge: df9408b 8cdd0be Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Feb 9 21:19:19 2022 +0100 Merge pull request #130 from kratzert/master Rework tutorials, fix git hash logging bug commit 31bd284 Merge: ab39c52 df9408b Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 10 15:47:05 2022 +0100 Merge pull request #57 from neuralhydrology/staging Update to v1.2.0 commit df9408b Merge: 9a046d4 62ee603 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 10 15:27:59 2022 +0100 Merge pull request #121 from kratzert/master Update to version 1.2.0 commit ab39c52 Merge: a710d61 9a046d4 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Dec 1 13:16:29 2021 +0100 Merge pull request #52 from neuralhydrology/staging Update to 1.1.0 commit 9a046d4 Merge: 7b37d67 20c9022 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Dec 1 13:06:01 2021 +0100 Merge pull request #111 from kratzert/master Push 1.1.0 to public commit a710d61 Merge: cd73563 7b37d67 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Oct 24 22:07:14 2021 +0200 Merge pull request #50 from neuralhydrology/staging Remove pickle dependencies for scaler/id_to_int dicts, v.1.0.0 Release commit 7b37d67 Merge: 7891210 43fefdd Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Oct 24 21:38:30 2021 +0200 Merge pull request #108 from kratzert/master 1.0.0 release to public commit cd73563 Merge: ffbc600 7891210 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Aug 5 20:22:40 2021 +0200 Merge pull request #47 from neuralhydrology/staging Update data use in tutorials commit 7891210 Merge: 466a69c ed976fe Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Aug 5 20:07:16 2021 +0200 Merge pull request #100 from kratzert/master Update data use in tutorials commit ffbc600 Merge: 8faa264 466a69c Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 19 15:59:36 2021 +0200 Merge pull request #41 from neuralhydrology/staging fix git requirement commit 466a69c Merge: d7282d6 a409c79 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 19 15:50:27 2021 +0200 Merge pull request #97 from kratzert/master fix git requirement in logger
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Squashed commit of the following: (neuralhydrology#243) commit 76d0850 Author: Thomas Berends <thomasberends@hotmail.com> Date: Mon Jan 13 16:48:26 2025 +0100 MacOS with Metal support (neuralhydrology#213) Option to train with device "mps" on MacOS with Metal support. commit 94fb2fa Author: XuHuanHydro <139729390+XuHuanHydro@users.noreply.github.com> Date: Thu Oct 17 16:05:46 2024 +0800 Corrected the formula in the docstring of FLV in metrics.py (neuralhydrology#203) commit d4b3d2d Author: BaptisteFrancois <30347942+BaptisteFrancois@users.noreply.github.com> Date: Wed Sep 11 04:03:08 2024 -0400 Allow changing the directory during evaluation. Fixes neuralhydrology#195. commit 7cd1846 Merge: e4329c3 60738fc Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Aug 2 15:11:20 2024 +0200 v1.11.0 update v1.11.0 commit 60738fc Merge: c8e8c10 cb1def0 Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Aug 2 14:35:01 2024 +0200 Merge pull request neuralhydrology#236 from kratzert/master v1.11.0 to public commit e4329c3 Author: Brandon Victor <Multihuntr@hotmail.com> Date: Fri Mar 1 09:43:23 2024 +0100 Add AdamW to optimizers and ReLU to fc activations (neuralhydrology#169) * Add AdamW to optimizers and ReLU to fc activations * Updating documentation commit 5436973 Author: Tadd Bindas <tkb5476@psu.edu> Date: Mon Feb 19 17:40:24 2024 -0500 Implemented the Mamba State Space model (neuralhydrology#163) * added Mamba Model * updated the finetuning settings for mamba * fixed __init__.py bug * fixed broken config entries * added transpose * added transposes to fix dims * added a transition linear layer to assist with batching dim: * implementing code changes requested by gauchm * updated docs * verified code /config changes run * grammar correction in try/except block * removed the ModuleNotFound from the global scope. Added more docs * changing single freq model name * Update mamba.py * Update config.rst * Update neuralhydrology.modelzoo.mamba.rst commit 0dd762b Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Feb 19 14:25:59 2024 +0100 Fix attribute loading in Caravan dataset (neuralhydrology#168) Fixes neuralhydrology#167, we ignored the actual train/val/test basins when sanity checking the attributes. commit 36594aa Author: Brandon Victor <Multihuntr@hotmail.com> Date: Mon Feb 19 14:21:29 2024 +0100 Replace .iteritems() with .items() for pandas 2.x compatibility Pandas deprecated .iteritems() on Series in version 1.5. The suggested replacement is .items() (neuralhydrology#166) commit 2a57873 Merge: 257970a c8e8c10 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Feb 8 09:31:11 2024 +0100 Merge pull request neuralhydrology#161 from neuralhydrology/staging v1.10.0 commit c8e8c10 Merge: 558780f 56ac0d7 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Feb 7 22:24:00 2024 +0100 Merge pull request neuralhydrology#226 from kratzert/master v1.10.0 to public commit 257970a Merge: f1ac00b 558780f Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 22:27:34 2023 +0000 Merge pull request neuralhydrology#150 from neuralhydrology/staging Fix readthedocs issues commit 558780f Merge: d5b9598 aebe01e Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 22:23:21 2023 +0000 Merge pull request neuralhydrology#222 from kratzert/master Fix rtd issues commit f1ac00b Merge: df8c2a6 d5b9598 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 21:13:54 2023 +0000 Merge pull request neuralhydrology#149 from neuralhydrology/staging v. 1.9.1 commit d5b9598 Merge: 57ef7d7 9d96873 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 21:04:28 2023 +0000 Merge pull request neuralhydrology#220 from kratzert/master v 1.9.1 commit df8c2a6 Merge: 1a3c313 57ef7d7 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Aug 18 11:28:12 2023 +0200 v.1.9.0 Update neuralhydrology#143 v.1.9.0 Update commit 57ef7d7 Merge: 08f2787 f798676 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Aug 17 11:01:24 2023 +0200 Merge pull request neuralhydrology#212 from kratzert/master Push v.1.9.0 to public commit 1a3c313 Merge: 068135a 08f2787 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Jul 27 21:57:03 2023 +0200 Merge pull request neuralhydrology#137 from neuralhydrology/staging Release v.1.8.1 commit 08f2787 Merge: 4497a4e ca0bc82 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Jul 27 21:30:57 2023 +0200 Merge pull request neuralhydrology#206 from kratzert/master Release version 1.8.1 commit 068135a Merge: b3ab73c 4497a4e Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Jul 7 13:02:28 2023 +0200 Merge pull request neuralhydrology#129 from neuralhydrology/staging v1.8.0 commit 4497a4e Merge: f8e96a6 881d5d9 Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Jul 7 12:11:41 2023 +0200 Merge pull request neuralhydrology#202 from kratzert/master v1.8.0 to public commit b3ab73c Author: Scott Hamshaw <shamshaw@uvm.edu> Date: Sun Jun 4 14:26:48 2023 -0400 enable non-verbose mode in trainer and tester (neuralhydrology#124) Co-authored-by: Hamshaw, Scott Douglas <shamshaw@usgs.gov> commit e374e78 Author: Scott Hamshaw <shamshaw@uvm.edu> Date: Tue May 30 13:25:47 2023 -0400 Enable predictions in basins with no observations (neuralhydrology#121) * add check basedataset for missing target vars * only allow missing targets during validate or test --------- Co-authored-by: Hamshaw, Scott Douglas <shamshaw@usgs.gov> commit 08d3559 Merge: 9dac113 f8e96a6 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 17 12:24:51 2023 +0000 Merge pull request neuralhydrology#119 from neuralhydrology/staging v.1.7.0 Update commit f8e96a6 Merge: 9304f7c 8828524 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 17 12:00:48 2023 +0000 Merge pull request neuralhydrology#196 from kratzert/master * Fix typo in models doc (neuralhydrology#190) * CPU environment now pulls from conda forge, which is necessary to ensure an up-to-date xarray. (neuralhydrology#193) * Fix handling of weekly frequencies. (neuralhydrology#194) From neuralhydrology#111: pd.infer_freq will return strings like "W-SUN" for weekly data, which pd.Timestamp doesn't understand. We now convert these frequencies to their equivalent multiple of 7D. * Correcting the pre model hook and UMAL sampling (neuralhydrology#195) * The current use of `pre_model_hook` only applied the hook in training. This can be useful, but UMAL requires the hook also in validation and test. Thus, with the old setup UMAL only worked for the training. My propsoed changes make the `pre_model_hook` part of the model, apply it everywhere, and allow UMAL validation and evaluation. I think in the future we should also allow for different hook behaviors according to the setting at which it is called. But, for now the proposed changes are enough. * Simpler Hook and Cleaner Pipeline This commit comprises two things. (1) A pre model hook that is simpler than the one in original PR. (2) An idea to avoid copying the whole dataset that just involves a copy of the labels. That is still suboptimal in terms of memory use, but make the overall code simpler. Not sure if it is the best version. However, at some point we have to extend the labels for the loss, and we need to do so withouth breaking the whole downstream procedure. So maybe this is a good middle ground. * Simplified UMAL Sampling Logic This commit implements an idea from Martin that simplifies the sampling logic of the UMAL sampling util so that the sampling automatically checks whether the data has been extended. Thus no extra argument is required for the function call for `sample_umal`. * Spell correction neuralhydrology/modelzoo/basemodel.py Updated comment so that additional is spelled correctly Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Spell correction for neuralhydrology/utils/samplingutils.py UMAl -> UMAL Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Imporvement for Comments Added some minor changes to the comments. --------- Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Update __about__.py --------- Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> Co-authored-by: Grey Nearing <grey.nearing@gmail.com> Co-authored-by: Daniel Klotz <klotz@ml.jku.at> commit 9dac113 Merge: d38db98 9304f7c Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Apr 4 09:49:16 2023 +0200 Merge pull request neuralhydrology#110 from neuralhydrology/staging v.1.6.0 commit 9304f7c Merge: 8cb8aff 49fb5f0 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Apr 4 09:36:02 2023 +0200 Merge pull request neuralhydrology#189 from kratzert/master v.1.6.0 commit d38db98 Merge: 8228d30 8cb8aff Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 30 15:46:06 2023 +0200 Merge pull request neuralhydrology#106 from neuralhydrology/staging v.1.5.1 fix finetuning commit 8cb8aff Merge: 23c24c2 b197732 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 30 15:33:43 2023 +0200 Merge pull request neuralhydrology#183 from kratzert/master Fix finetuning (neuralhydrology#182) commit 8228d30 Merge: e3b4814 23c24c2 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Jan 13 14:49:14 2023 +0200 Merge pull request neuralhydrology#103 from neuralhydrology/staging v.1.5.0 commit 23c24c2 Merge: 24bec2f 90b60a6 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Jan 12 10:54:21 2023 +0200 Merge pull request neuralhydrology#181 from kratzert/master Add Caravan dataset class commit 24bec2f Merge: 2d22a65 372a5d2 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Nov 29 09:14:19 2022 +0100 Merge pull request neuralhydrology#174 from kratzert/master Fix dataset download documentation commit e3b4814 Merge: b95d10e 2d22a65 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:30:02 2022 +0100 Merge pull request neuralhydrology#99 from neuralhydrology/staging Fix missing version bump commit 2d22a65 Merge: 74b9e42 915e359 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:23:35 2022 +0100 Merge pull request neuralhydrology#170 from kratzert/master bump version to 1.4.1 commit b95d10e Merge: 4dc6a3e 1ef929d Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:13:43 2022 +0100 Upgrade to v.1.4.0 neuralhydrology#98 commit 1ef929d Merge: 74b9e42 4dc6a3e Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:08:03 2022 +0100 Merge branch 'master' into staging commit 74b9e42 Merge: 5141399 9eeee20 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:04:16 2022 +0100 Merge pull request neuralhydrology#169 from kratzert/master v.1.4.0 commit 4dc6a3e Author: Scott Hamshaw <shamshaw@uvm.edu> Date: Mon Nov 14 15:13:01 2022 -0500 minmax scaling typo fix (neuralhydrology#97) commit b3c3250 Author: Sebastian Drost <s.drost@52north.org> Date: Mon Sep 19 22:52:18 2022 +0200 Implement peak flow bias metric (neuralhydrology#95) * Implement peak flow bias metric * Improve failure handling for peak flow bias metric * Change peak flow bias implementation to calculate the mean absolute percentage error for peaks commit a4c284b Merge: 6d0b722 5141399 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 29 21:49:12 2022 +0200 Merge pull request neuralhydrology#87 from neuralhydrology/staging Version update 1.3.0 commit 5141399 Merge: ce29b8e 230e062 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 29 21:19:31 2022 +0200 Merge pull request neuralhydrology#156 from kratzert/master v.1.3.0 Update commit 6d0b722 Merge: 1ff36ea ce29b8e Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 15 21:06:37 2022 +0200 Merge pull request neuralhydrology#86 from neuralhydrology/staging v.1.2.5 commit ce29b8e Merge: f4bf199 f36853a Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 15 20:44:48 2022 +0200 Merge pull request neuralhydrology#151 from kratzert/master v.1.2.5 to public commit 1ff36ea Merge: 440fda7 f4bf199 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Mar 23 09:01:08 2022 +0000 Merge pull request neuralhydrology#82 from neuralhydrology/staging Fix usage of Beta-KGE metric, add CITATION.cfg commit f4bf199 Merge: c454075 69c0281 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Mar 22 21:45:22 2022 +0000 Merge pull request neuralhydrology#142 from kratzert/master Add CITATION.cff, fix usage of Beta-KGE metric commit 440fda7 Merge: 577aa32 c454075 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Mar 3 21:51:34 2022 +0100 Merge pull request neuralhydrology#78 from neuralhydrology/staging Update cuda envs, extend GenericDataset docs commit c454075 Merge: 547ede2 6523693 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Mar 3 21:36:23 2022 +0100 Merge pull request neuralhydrology#139 from kratzert/master Update cuda envs, extend GenericDataset doc commit 577aa32 Merge: b6d43b2 547ede2 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Feb 13 19:44:55 2022 +0100 Merge pull request neuralhydrology#72 from neuralhydrology/staging Auto upload to PyPI, minor bugfixes, doc updates commit 547ede2 Merge: 8606cb7 af8126b Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Feb 13 19:34:40 2022 +0100 Merge pull request neuralhydrology#136 from kratzert/master automatic PyPI upload, bugfixes, doc updates commit b6d43b2 Merge: 31bd284 8606cb7 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Feb 9 21:40:26 2022 +0100 Merge pull request neuralhydrology#71 from neuralhydrology/staging Rework docs, add issue templates, fix minor bugs commit 8606cb7 Merge: df9408b 8cdd0be Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Feb 9 21:19:19 2022 +0100 Merge pull request neuralhydrology#130 from kratzert/master Rework tutorials, fix git hash logging bug commit 31bd284 Merge: ab39c52 df9408b Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 10 15:47:05 2022 +0100 Merge pull request neuralhydrology#57 from neuralhydrology/staging Update to v1.2.0 commit df9408b Merge: 9a046d4 62ee603 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 10 15:27:59 2022 +0100 Merge pull request neuralhydrology#121 from kratzert/master Update to version 1.2.0 commit ab39c52 Merge: a710d61 9a046d4 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Dec 1 13:16:29 2021 +0100 Merge pull request neuralhydrology#52 from neuralhydrology/staging Update to 1.1.0 commit 9a046d4 Merge: 7b37d67 20c9022 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Dec 1 13:06:01 2021 +0100 Merge pull request neuralhydrology#111 from kratzert/master Push 1.1.0 to public commit a710d61 Merge: cd73563 7b37d67 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Oct 24 22:07:14 2021 +0200 Merge pull request neuralhydrology#50 from neuralhydrology/staging Remove pickle dependencies for scaler/id_to_int dicts, v.1.0.0 Release commit 7b37d67 Merge: 7891210 43fefdd Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Oct 24 21:38:30 2021 +0200 Merge pull request neuralhydrology#108 from kratzert/master 1.0.0 release to public commit cd73563 Merge: ffbc600 7891210 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Aug 5 20:22:40 2021 +0200 Merge pull request neuralhydrology#47 from neuralhydrology/staging Update data use in tutorials commit 7891210 Merge: 466a69c ed976fe Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Aug 5 20:07:16 2021 +0200 Merge pull request neuralhydrology#100 from kratzert/master Update data use in tutorials commit ffbc600 Merge: 8faa264 466a69c Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 19 15:59:36 2021 +0200 Merge pull request neuralhydrology#41 from neuralhydrology/staging fix git requirement commit 466a69c Merge: d7282d6 a409c79 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 19 15:50:27 2021 +0200 Merge pull request neuralhydrology#97 from kratzert/master fix git requirement in logger
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Squashed commit of the following: (neuralhydrology#243) commit 910d576 Author: Thomas Berends <thomasberends@hotmail.com> Date: Mon Jan 13 16:48:26 2025 +0100 MacOS with Metal support (neuralhydrology#213) Option to train with device "mps" on MacOS with Metal support. commit 6e56d2f Author: XuHuanHydro <139729390+XuHuanHydro@users.noreply.github.com> Date: Thu Oct 17 16:05:46 2024 +0800 Corrected the formula in the docstring of FLV in metrics.py (neuralhydrology#203) commit 841ff99 Author: BaptisteFrancois <30347942+BaptisteFrancois@users.noreply.github.com> Date: Wed Sep 11 04:03:08 2024 -0400 Allow changing the directory during evaluation. Fixes neuralhydrology#195. commit 20a4acb Merge: b81c241 d05c559 Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Aug 2 15:11:20 2024 +0200 v1.11.0 update v1.11.0 commit d05c559 Merge: 241d67c 9443f5c Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Aug 2 14:35:01 2024 +0200 Merge pull request neuralhydrology#236 from kratzert/master v1.11.0 to public commit b81c241 Author: Brandon Victor <Multihuntr@hotmail.com> Date: Fri Mar 1 09:43:23 2024 +0100 Add AdamW to optimizers and ReLU to fc activations (neuralhydrology#169) * Add AdamW to optimizers and ReLU to fc activations * Updating documentation commit adcb587 Author: Tadd Bindas <tkb5476@psu.edu> Date: Mon Feb 19 17:40:24 2024 -0500 Implemented the Mamba State Space model (neuralhydrology#163) * added Mamba Model * updated the finetuning settings for mamba * fixed __init__.py bug * fixed broken config entries * added transpose * added transposes to fix dims * added a transition linear layer to assist with batching dim: * implementing code changes requested by gauchm * updated docs * verified code /config changes run * grammar correction in try/except block * removed the ModuleNotFound from the global scope. Added more docs * changing single freq model name * Update mamba.py * Update config.rst * Update neuralhydrology.modelzoo.mamba.rst commit be04b99 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Feb 19 14:25:59 2024 +0100 Fix attribute loading in Caravan dataset (neuralhydrology#168) Fixes neuralhydrology#167, we ignored the actual train/val/test basins when sanity checking the attributes. commit 1b2579f Author: Brandon Victor <Multihuntr@hotmail.com> Date: Mon Feb 19 14:21:29 2024 +0100 Replace .iteritems() with .items() for pandas 2.x compatibility Pandas deprecated .iteritems() on Series in version 1.5. The suggested replacement is .items() (neuralhydrology#166) commit 57357bc Merge: c34ff83 241d67c Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Feb 8 09:31:11 2024 +0100 Merge pull request neuralhydrology#161 from neuralhydrology/staging v1.10.0 commit 241d67c Merge: 288c2bb 8a78d9e Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Feb 7 22:24:00 2024 +0100 Merge pull request neuralhydrology#226 from kratzert/master v1.10.0 to public commit c34ff83 Merge: a36479b 288c2bb Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 22:27:34 2023 +0000 Merge pull request neuralhydrology#150 from neuralhydrology/staging Fix readthedocs issues commit 288c2bb Merge: e5c6eee abd3ef6 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 22:23:21 2023 +0000 Merge pull request neuralhydrology#222 from kratzert/master Fix rtd issues commit a36479b Merge: fd0a141 e5c6eee Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 21:13:54 2023 +0000 Merge pull request neuralhydrology#149 from neuralhydrology/staging v. 1.9.1 commit e5c6eee Merge: eef0a00 7cf197f Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Nov 23 21:04:28 2023 +0000 Merge pull request neuralhydrology#220 from kratzert/master v 1.9.1 commit fd0a141 Merge: 246ee58 eef0a00 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Aug 18 11:28:12 2023 +0200 v.1.9.0 Update neuralhydrology#143 v.1.9.0 Update commit eef0a00 Merge: a185cbb fbf50fc Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Aug 17 11:01:24 2023 +0200 Merge pull request neuralhydrology#212 from kratzert/master Push v.1.9.0 to public commit 246ee58 Merge: 734e839 a185cbb Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Jul 27 21:57:03 2023 +0200 Merge pull request neuralhydrology#137 from neuralhydrology/staging Release v.1.8.1 commit a185cbb Merge: c2898fc ba2da7d Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Jul 27 21:30:57 2023 +0200 Merge pull request neuralhydrology#206 from kratzert/master Release version 1.8.1 commit 734e839 Merge: c98ec53 c2898fc Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Jul 7 13:02:28 2023 +0200 Merge pull request neuralhydrology#129 from neuralhydrology/staging v1.8.0 commit c2898fc Merge: 87a6b56 8971654 Author: Martin Gauch <15731649+gauchm@users.noreply.github.com> Date: Fri Jul 7 12:11:41 2023 +0200 Merge pull request neuralhydrology#202 from kratzert/master v1.8.0 to public commit c98ec53 Author: Scott Hamshaw <shamshaw@uvm.edu> Date: Sun Jun 4 14:26:48 2023 -0400 enable non-verbose mode in trainer and tester (neuralhydrology#124) Co-authored-by: Hamshaw, Scott Douglas <shamshaw@usgs.gov> commit f3c6b3e Author: Scott Hamshaw <shamshaw@uvm.edu> Date: Tue May 30 13:25:47 2023 -0400 Enable predictions in basins with no observations (neuralhydrology#121) * add check basedataset for missing target vars * only allow missing targets during validate or test --------- Co-authored-by: Hamshaw, Scott Douglas <shamshaw@usgs.gov> commit 17f12e5 Merge: 886f6ca 87a6b56 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 17 12:24:51 2023 +0000 Merge pull request neuralhydrology#119 from neuralhydrology/staging v.1.7.0 Update commit 87a6b56 Merge: 59ae464 dbb8a44 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 17 12:00:48 2023 +0000 Merge pull request neuralhydrology#196 from kratzert/master * Fix typo in models doc (neuralhydrology#190) * CPU environment now pulls from conda forge, which is necessary to ensure an up-to-date xarray. (neuralhydrology#193) * Fix handling of weekly frequencies. (neuralhydrology#194) From neuralhydrology#111: pd.infer_freq will return strings like "W-SUN" for weekly data, which pd.Timestamp doesn't understand. We now convert these frequencies to their equivalent multiple of 7D. * Correcting the pre model hook and UMAL sampling (neuralhydrology#195) * The current use of `pre_model_hook` only applied the hook in training. This can be useful, but UMAL requires the hook also in validation and test. Thus, with the old setup UMAL only worked for the training. My propsoed changes make the `pre_model_hook` part of the model, apply it everywhere, and allow UMAL validation and evaluation. I think in the future we should also allow for different hook behaviors according to the setting at which it is called. But, for now the proposed changes are enough. * Simpler Hook and Cleaner Pipeline This commit comprises two things. (1) A pre model hook that is simpler than the one in original PR. (2) An idea to avoid copying the whole dataset that just involves a copy of the labels. That is still suboptimal in terms of memory use, but make the overall code simpler. Not sure if it is the best version. However, at some point we have to extend the labels for the loss, and we need to do so withouth breaking the whole downstream procedure. So maybe this is a good middle ground. * Simplified UMAL Sampling Logic This commit implements an idea from Martin that simplifies the sampling logic of the UMAL sampling util so that the sampling automatically checks whether the data has been extended. Thus no extra argument is required for the function call for `sample_umal`. * Spell correction neuralhydrology/modelzoo/basemodel.py Updated comment so that additional is spelled correctly Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Spell correction for neuralhydrology/utils/samplingutils.py UMAl -> UMAL Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Imporvement for Comments Added some minor changes to the comments. --------- Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> * Update __about__.py --------- Co-authored-by: Martin Gauch <15731649+gauchm@users.noreply.github.com> Co-authored-by: Grey Nearing <grey.nearing@gmail.com> Co-authored-by: Daniel Klotz <klotz@ml.jku.at> commit 886f6ca Merge: e343607 59ae464 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Apr 4 09:49:16 2023 +0200 Merge pull request neuralhydrology#110 from neuralhydrology/staging v.1.6.0 commit 59ae464 Merge: b3902bb 7d1a193 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Apr 4 09:36:02 2023 +0200 Merge pull request neuralhydrology#189 from kratzert/master v.1.6.0 commit e343607 Merge: 5870166 b3902bb Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 30 15:46:06 2023 +0200 Merge pull request neuralhydrology#106 from neuralhydrology/staging v.1.5.1 fix finetuning commit b3902bb Merge: 9fb269f 3ca67bf Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 30 15:33:43 2023 +0200 Merge pull request neuralhydrology#183 from kratzert/master Fix finetuning (neuralhydrology#182) commit 5870166 Merge: 20269b5 9fb269f Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Jan 13 14:49:14 2023 +0200 Merge pull request neuralhydrology#103 from neuralhydrology/staging v.1.5.0 commit 9fb269f Merge: e447e5e 5aa9afe Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Jan 12 10:54:21 2023 +0200 Merge pull request neuralhydrology#181 from kratzert/master Add Caravan dataset class commit e447e5e Merge: 280ead5 e9522f1 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Nov 29 09:14:19 2022 +0100 Merge pull request neuralhydrology#174 from kratzert/master Fix dataset download documentation commit 20269b5 Merge: 6bfcd67 280ead5 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:30:02 2022 +0100 Merge pull request neuralhydrology#99 from neuralhydrology/staging Fix missing version bump commit 280ead5 Merge: d7cbbd3 01dff62 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:23:35 2022 +0100 Merge pull request neuralhydrology#170 from kratzert/master bump version to 1.4.1 commit 6bfcd67 Merge: 1e3fab9 f41e44f Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:13:43 2022 +0100 Upgrade to v.1.4.0 neuralhydrology#98 commit f41e44f Merge: d7cbbd3 1e3fab9 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:08:03 2022 +0100 Merge branch 'master' into staging commit d7cbbd3 Merge: 9d01a96 875c2e3 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Nov 14 22:04:16 2022 +0100 Merge pull request neuralhydrology#169 from kratzert/master v.1.4.0 commit 1e3fab9 Author: Scott Hamshaw <shamshaw@uvm.edu> Date: Mon Nov 14 15:13:01 2022 -0500 minmax scaling typo fix (neuralhydrology#97) commit e4b140b Author: Sebastian Drost <s.drost@52north.org> Date: Mon Sep 19 22:52:18 2022 +0200 Implement peak flow bias metric (neuralhydrology#95) * Implement peak flow bias metric * Improve failure handling for peak flow bias metric * Change peak flow bias implementation to calculate the mean absolute percentage error for peaks commit 3a1db9c Merge: b9419c9 9d01a96 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 29 21:49:12 2022 +0200 Merge pull request neuralhydrology#87 from neuralhydrology/staging Version update 1.3.0 commit 9d01a96 Merge: 3dbc8fd 3db6947 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 29 21:19:31 2022 +0200 Merge pull request neuralhydrology#156 from kratzert/master v.1.3.0 Update commit b9419c9 Merge: a340e7b 3dbc8fd Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 15 21:06:37 2022 +0200 Merge pull request neuralhydrology#86 from neuralhydrology/staging v.1.2.5 commit 3dbc8fd Merge: 95c1deb 76390df Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Fri Apr 15 20:44:48 2022 +0200 Merge pull request neuralhydrology#151 from kratzert/master v.1.2.5 to public commit a340e7b Merge: d2be843 95c1deb Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Mar 23 09:01:08 2022 +0000 Merge pull request neuralhydrology#82 from neuralhydrology/staging Fix usage of Beta-KGE metric, add CITATION.cfg commit 95c1deb Merge: 84b3676 471bd14 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Tue Mar 22 21:45:22 2022 +0000 Merge pull request neuralhydrology#142 from kratzert/master Add CITATION.cff, fix usage of Beta-KGE metric commit d2be843 Merge: 236e31c 84b3676 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Mar 3 21:51:34 2022 +0100 Merge pull request neuralhydrology#78 from neuralhydrology/staging Update cuda envs, extend GenericDataset docs commit 84b3676 Merge: b27ebe7 441c1eb Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Mar 3 21:36:23 2022 +0100 Merge pull request neuralhydrology#139 from kratzert/master Update cuda envs, extend GenericDataset doc commit 236e31c Merge: 0db41fb b27ebe7 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Feb 13 19:44:55 2022 +0100 Merge pull request neuralhydrology#72 from neuralhydrology/staging Auto upload to PyPI, minor bugfixes, doc updates commit b27ebe7 Merge: dd9922c 3701271 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Feb 13 19:34:40 2022 +0100 Merge pull request neuralhydrology#136 from kratzert/master automatic PyPI upload, bugfixes, doc updates commit 0db41fb Merge: 9870d9d dd9922c Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Feb 9 21:40:26 2022 +0100 Merge pull request neuralhydrology#71 from neuralhydrology/staging Rework docs, add issue templates, fix minor bugs commit dd9922c Merge: 4877e2c 778b26c Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Feb 9 21:19:19 2022 +0100 Merge pull request neuralhydrology#130 from kratzert/master Rework tutorials, fix git hash logging bug commit 9870d9d Merge: 6ac3d53 4877e2c Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 10 15:47:05 2022 +0100 Merge pull request neuralhydrology#57 from neuralhydrology/staging Update to v1.2.0 commit 4877e2c Merge: 82da2bd f8ccfa8 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Mon Jan 10 15:27:59 2022 +0100 Merge pull request neuralhydrology#121 from kratzert/master Update to version 1.2.0 commit 6ac3d53 Merge: d7ef31e 82da2bd Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Dec 1 13:16:29 2021 +0100 Merge pull request neuralhydrology#52 from neuralhydrology/staging Update to 1.1.0 commit 82da2bd Merge: a83cc1a b268c84 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed Dec 1 13:06:01 2021 +0100 Merge pull request neuralhydrology#111 from kratzert/master Push 1.1.0 to public commit d7ef31e Merge: 6fbd324 a83cc1a Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Oct 24 22:07:14 2021 +0200 Merge pull request neuralhydrology#50 from neuralhydrology/staging Remove pickle dependencies for scaler/id_to_int dicts, v.1.0.0 Release commit a83cc1a Merge: 09566b8 71a3bbb Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Sun Oct 24 21:38:30 2021 +0200 Merge pull request neuralhydrology#108 from kratzert/master 1.0.0 release to public commit 6fbd324 Merge: 4a894d9 09566b8 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Aug 5 20:22:40 2021 +0200 Merge pull request neuralhydrology#47 from neuralhydrology/staging Update data use in tutorials commit 09566b8 Merge: 4c04c8c ae2a74d Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Thu Aug 5 20:07:16 2021 +0200 Merge pull request neuralhydrology#100 from kratzert/master Update data use in tutorials commit 4a894d9 Merge: b2b8faf 4c04c8c Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 19 15:59:36 2021 +0200 Merge pull request neuralhydrology#41 from neuralhydrology/staging fix git requirement commit 4c04c8c Merge: df2f27f b4c9602 Author: Frederik Kratzert <kratzert@users.noreply.github.com> Date: Wed May 19 15:50:27 2021 +0200 Merge pull request neuralhydrology#97 from kratzert/master fix git requirement in logger
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Fixes
neuralhydrology.evaluation.metrics.get_available_metrics(). Equally, it was not computed inneuralhydrology.evaluation.metrics.calculate_all_metrics()andneuralhydrology.evaluation.metrics.calculate_metrics()raised an ValueError because of an unknown metricOther