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LICENSE

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@@ -18,4 +18,4 @@ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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SOFTWARE.

README.md

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```
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Also download `nowcasting_dataset` and install in the `predict_pv_yield` conda environment using `pip install -e .` from within the `nowcasting_dataset` directory.
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configs/experiment/conv3d.yaml

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n_val_data: 1000
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model:
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conv3d_channels: 32
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conv3d_channels: 32

configs/experiment/conv3d_sat_nwp.yaml

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n_val_data: 1000
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model:
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conv3d_channels: 32
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conv3d_channels: 32

configs/experiment/example_simple.yaml

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n_val_data: 2
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fake_data: 1
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validate_only: '1' # by putting this key in the config file, the model does not get trained.
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validate_only: '1' # by putting this key in the config file, the model does not get trained.

configs/hparams_search/conv3d_optuna.yaml

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model.fc3_output_features:
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type: categorical
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choices: [8, 16, 32, 64, 128 ]
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configs/model/conv3d.yaml

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fc1_output_features: 128
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fc2_output_features: 128
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fc3_output_features: 64
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output_variable: gsp_yield
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output_variable: gsp_yield

configs/model/conv3d_sat_nwp.yaml

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fc1_output_features: 128
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fc2_output_features: 128
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fc3_output_features: 64
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output_variable: gsp_yield
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output_variable: gsp_yield

configs/model/perceiver.yaml

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num_latents: 128
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latent_dim: 64
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embedding_dem: 16
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output_variable: gsp_yield
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output_variable: gsp_yield

configs/model/perceiver_conv3d_sat_nwp.yaml

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embedding_dem: 0
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output_variable: gsp_yield
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conv3d_channels: 8
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use_future_satellite_images: 0
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use_future_satellite_images: 0

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