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openclimatefix
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predict_pv_yield
Using optical flow & machine learning to predict PV yield
MIT License
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The files downloaded from the openclimatefix database are throwing a "blosc2" error.
#115
kaizhai
opened
1 year ago
1
GCS 404
#114
kaizhai
opened
1 year ago
0
huggingface model name for OCF OptiFlow model
#113
davidburtcam
opened
1 year ago
2
Move PVnet to separate repo
#112
peterdudfield
closed
1 year ago
0
Trouble training
#110
peterdudfield
closed
2 years ago
8
[pre-commit.ci] pre-commit autoupdate
#109
pre-commit-ci[bot]
opened
2 years ago
0
Cnn nwp
#108
peterdudfield
closed
2 years ago
0
Use Weights and Biases
#107
JackKelly
opened
2 years ago
0
[Meta] Train simple nwp model
#106
peterdudfield
closed
2 years ago
4
Fix tests
#105
peterdudfield
closed
2 years ago
0
[pre-commit.ci] pre-commit autoupdate
#104
pre-commit-ci[bot]
closed
2 years ago
0
Try nvidia Tensor RT: Claims up to 6x speedup of pytorch with single line of code
#103
JackKelly
opened
2 years ago
0
Issue/perceiver update
#102
peterdudfield
opened
2 years ago
0
New paper: "Improving Vision Transformer Efficiency and Accuracy by Learning to Tokenize"
#101
JackKelly
opened
2 years ago
0
When running unittests: RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!
#100
JackKelly
opened
2 years ago
0
update environment.yml and requirements.txt
#99
JackKelly
closed
2 years ago
0
add option for no future satellite images
#98
peterdudfield
closed
2 years ago
0
No future satellite for conv3d
#97
peterdudfield
closed
2 years ago
0
Issue/save validation csv
#96
peterdudfield
closed
2 years ago
8
Peter/fix plot
#95
peterdudfield
closed
2 years ago
0
add pre commit yaml
#94
peterdudfield
closed
2 years ago
0
Experiment with ensemble of models
#93
JackKelly
opened
2 years ago
0
Issue/91 update dataset
#92
peterdudfield
closed
2 years ago
0
Update to new dataset and dataloder
#91
peterdudfield
closed
2 years ago
0
Try without historical GSP PV
#90
JackKelly
opened
2 years ago
3
Stop giving the ML model satellite images of the _future_!
#89
JackKelly
opened
2 years ago
2
Issue/85 perciever nwp
#88
peterdudfield
closed
2 years ago
0
Issue/84 fake dataset
#87
peterdudfield
closed
3 years ago
0
Issue/51 gsp power
#86
peterdudfield
closed
3 years ago
0
NWP in Perceiver
#85
peterdudfield
closed
2 years ago
1
Update to use FakeDataset
#84
peterdudfield
closed
3 years ago
0
Issue/use nowcasting utils
#83
peterdudfield
closed
3 years ago
0
Use Nowcasting Uilts
#82
peterdudfield
closed
3 years ago
0
Format docstrings so they pass `pydocstyle`'s criteria
#81
JackKelly
opened
3 years ago
8
Extend National Electricity Demand forecast
#80
JackKelly
opened
3 years ago
0
Input into ML model recent PV data from all PV systems in the region of interest
#78
JackKelly
opened
3 years ago
0
Issue/76 add profiler
#77
peterdudfield
closed
3 years ago
0
Add profiler
#76
peterdudfield
closed
3 years ago
0
Issue/74 visualise predictions
#75
peterdudfield
closed
3 years ago
1
Visualise predictions
#74
peterdudfield
closed
3 years ago
6
Issue/50 loss decay
#73
peterdudfield
closed
3 years ago
0
Issue/63 3dcnn
#72
peterdudfield
closed
3 years ago
0
Issue/69 yaml config
#71
peterdudfield
closed
3 years ago
2
Issue/63 3dcnn
#70
peterdudfield
closed
3 years ago
1
Add yaml configs, ready for hyper param opt
#69
peterdudfield
closed
3 years ago
1
ML architecture idea: Perceiver IO as an RNN
#68
JackKelly
closed
2 years ago
2
I66 auto testing
#67
peterdudfield
closed
3 years ago
0
Add automatic testing
#66
peterdudfield
closed
3 years ago
1
Give self-attention raw, unprojected satellite imagery
#64
JackKelly
opened
3 years ago
0
Try 2d, 3d CNN before attention
#63
JackKelly
opened
3 years ago
6
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