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a014cc6
Update data_generators/1 with xarray state vec
kysolvik Sep 18, 2024
aa0d13f
Update data_generators/2 sqgturb with xarray state vec
kysolvik Sep 18, 2024
a195c9f
Initial data download/netcdf working with xarray
kysolvik Sep 19, 2024
025710c
Working ETKF example, but needs cleaning up
kysolvik Sep 23, 2024
b3933bb
Polished 3dvar l96 example
kysolvik Sep 30, 2024
97ed5c6
Dacycler examples 1, 2, and 4 all updated. 3 (RC) still needs work
kysolvik Sep 30, 2024
5bb2edd
Updated L63 and SQGTurb example data gen notebooks for xarray
kysolvik Sep 30, 2024
33634e4
Xarray-updated netcdf example
kysolvik Sep 30, 2024
57da207
Updated era5 data download example
kysolvik Sep 30, 2024
3fda230
Add note that pyqg example is not working
kysolvik Sep 30, 2024
a7d0a8c
Move paper notebooks into main directory
kysolvik Sep 30, 2024
20ac9f3
Updated observers example usage, removed spectral models for now
kysolvik Sep 30, 2024
7077d86
Add notes to example notebooks that need updating
kysolvik Sep 30, 2024
973fe2e
Add per-variable SD example to observers
kysolvik Sep 30, 2024
f27d284
Clean up ETKF example and tested with clean dabench install
kysolvik Sep 30, 2024
d38faca
Properly saved ETKF notebook
kysolvik Sep 30, 2024
ae5ccd4
Fully functioning DA cycler examples 2-4
kysolvik May 2, 2025
12fbb35
Update reservoir computing method with new readin() method
kysolvik May 2, 2025
5056741
NB for simulation satellite and radiosonde obs
kysolvik May 14, 2025
fd3bbaf
Dinosaur DA example, not working due to memory constraints
kysolvik Jun 5, 2025
e297fe1
ETKF progression example (without final figure run, but it is working)
kysolvik Jun 5, 2025
3dad38e
Backprop example updated and working
kysolvik Jun 5, 2025
4aeec14
Updated observers example NB
kysolvik Jun 5, 2025
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1,120 changes: 1,029 additions & 91 deletions examples/da_cycler/1-3DVar-Lorenz96.ipynb

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234 changes: 149 additions & 85 deletions examples/da_cycler/2-ETKF-Lorenz96.ipynb

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179 changes: 88 additions & 91 deletions examples/da_cycler/3-ETKF-Lorenz96-ReservoirComputing.ipynb

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511 changes: 383 additions & 128 deletions examples/da_cycler/4-Var4DBackprop-Lorenz96.ipynb

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971 changes: 971 additions & 0 deletions examples/da_cycler/5-ETKF-Progression.ipynb

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1,449 changes: 1,449 additions & 0 deletions examples/da_cycler/6-Dinosaur-Global.ipynb

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1,590 changes: 976 additions & 614 deletions examples/data_generators/1-basics-lorenz63.ipynb

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160 changes: 47 additions & 113 deletions examples/data_generators/2-more-complex-sqgturb-and-customizing.ipynb

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3 changes: 2 additions & 1 deletion examples/data_generators/3-external-package-pyqg.ipynb
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"id": "9609b7c3",
"metadata": {},
"source": [
"# 3. Example: pyqg package models\n",
"# NOTE: Not working currently\n",
"# ~~3. Example: pyqg package models~~\n",
"\n",
"DataAssimBench can also interface with pyqg, an external package for quasigeostrophic models. pyqg stands for Python Quasigeostrophic model:\n",
"\n",
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790 changes: 684 additions & 106 deletions examples/data_generators/4-era5-data-download.ipynb

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