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openclimatefix
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graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
MIT License
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Assaf/fix resolution issue
#75
assafshouval
closed
1 year ago
3
Error while running the `run_full.py` for the gfs-reforecast dataset from hugging face
#74
SwordSaintLancelot
closed
6 months ago
6
NREL's Sup3r
#73
jacobbieker
opened
1 year ago
0
Remove nodes from graph to save memory
#72
jacobbieker
closed
10 months ago
0
Memory optimization in graph data
#71
najeeb-kazmi
closed
10 months ago
1
[Paper & Dataset] Verification against in-situ observations forData-Driven Weather Prediction
#70
jacobbieker
opened
1 year ago
3
[Paper] Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting
#69
jacobbieker
opened
1 year ago
1
The attribute 'dayofyear' in line 428 of train/run.py
#68
Esperanto-mega
opened
1 year ago
1
deepspeed_graph.py run error
#67
lk1983823
opened
1 year ago
1
docs: add sabbir2331 as a contributor for question
#66
allcontributors[bot]
closed
1 year ago
0
[pre-commit.ci] pre-commit autoupdate
#65
pre-commit-ci[bot]
closed
10 months ago
0
Pull in recent observations to model
#64
jacobbieker
opened
1 year ago
1
Update for PyTorch 2 and Geometric 2.2
#63
jacobbieker
closed
1 year ago
1
[pre-commit.ci] pre-commit autoupdate
#62
pre-commit-ci[bot]
closed
1 year ago
0
docs: add dongZheX as a contributor for question
#61
allcontributors[bot]
closed
1 year ago
0
how to run the code
#60
sabbir2331
opened
1 year ago
3
How to get landsea.zarr file?
#59
dongZheX
opened
1 year ago
8
[Paper] ClimatX
#58
jacobbieker
opened
1 year ago
2
docs: add vitusbenson as a contributor for bug
#57
allcontributors[bot]
closed
1 year ago
0
Model performance plots
#56
vitusbenson
opened
1 year ago
5
[Paper] GraphCast: Learning skillful medium-range global weather forecasting
#55
jacobbieker
opened
1 year ago
6
[Paper] Generating physically-consistent high-resolution climate data with hard-constrained neural networks
#54
branberry
opened
1 year ago
0
Update to take advantage of PyG 2.2.0
#53
jacobbieker
closed
10 months ago
0
[Paper] Generating physically-consistent high-resolution climate data with hard-constrained neural networks
#52
jacobbieker
opened
1 year ago
4
Sin/Cos of Lat/Lon in degrees?
#51
vitusbenson
closed
1 year ago
3
Add support for training on Google's ARCO ERA5
#50
jacobbieker
opened
1 year ago
4
model(features) -> RuntimeError: expected scalar type Float but found Half
#49
taeyoon91
closed
1 year ago
1
Model(features) Error
#48
taeyoon91
closed
1 year ago
1
More efficent way of encoding input graph/output graph?
#47
jacobbieker
opened
1 year ago
2
Forecaster doesn't work with H3 resolutions > 2
#46
jacobbieker
closed
1 year ago
0
docs: add mishooax as a contributor for question
#45
allcontributors[bot]
closed
1 year ago
0
latent graph structure - Encoder.forward()
#44
mishooax
closed
1 year ago
4
docs: add MoHawastaken as a contributor
#43
allcontributors[bot]
closed
2 years ago
0
docs: add paapu88 as a contributor
#42
allcontributors[bot]
closed
2 years ago
0
docs: add byphilipp as a contributor
#41
allcontributors[bot]
closed
2 years ago
0
docs: add JackKelly as a contributor
#40
allcontributors[bot]
closed
2 years ago
0
docs: add jacobbieker as a contributor
#39
allcontributors[bot]
closed
2 years ago
0
Develop
#38
mchantry
closed
2 years ago
0
[Paper] Earthformer
#37
jacobbieker
opened
2 years ago
2
Error after Installation
#36
MoHawastaken
opened
2 years ago
7
Running pl_graph_weather.py in graph_weather/train causes "Killed"
#35
paapu88
closed
1 year ago
1
Keisler code?
#34
paapu88
closed
2 years ago
2
Missing dependencies in setup.py ?
#33
paapu88
closed
2 years ago
1
era5 training to reproduce Keisler?
#32
paapu88
opened
2 years ago
10
Add updates for Lancium
#31
jacobbieker
closed
2 years ago
0
Undersurface values
#30
byphilipp
opened
2 years ago
1
Fix NormalizedMSELoss and tests
#29
jacobbieker
opened
2 years ago
1
[Question] Where are the constants coming from?
#28
marvingabler
closed
2 years ago
3
Add TPU support
#27
jacobbieker
opened
2 years ago
6
Training updates and scripts
#26
jacobbieker
closed
2 years ago
0
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