path	# lines of code
generate_for_deep_gaussian.py	57
crop_yield_deep_gaussian.py	43
crop_yield_train_semi_transformer.py	188
crop_yield_train_cnn_lstm.py	131
crop_yield_train_c3d.py	124
crop_yield_prediction/train_cross_location.py	253
crop_yield_prediction/plot/plot_loss.py	113
crop_yield_prediction/plot/plot_crop_yield.py	58
crop_yield_prediction/plot/__init__.py	4
crop_yield_prediction/plot/plot_crop_yield_prediction_error.py	79
crop_yield_prediction/__init__.py	4
crop_yield_prediction/utils/train_utils.py	93
crop_yield_prediction/utils/__init__.py	16
crop_yield_prediction/utils/logger.py	12
crop_yield_prediction/utils/timing.py	26
crop_yield_prediction/models/cnn_lstm/cnn_lstm.py	22
crop_yield_prediction/models/cnn_lstm/__init__.py	2
crop_yield_prediction/models/__init__.py	2
crop_yield_prediction/models/deep_gaussian_process/feature_engineering.py	44
crop_yield_prediction/models/deep_gaussian_process/convnet.py	113
crop_yield_prediction/models/deep_gaussian_process/gp.py	37
crop_yield_prediction/models/deep_gaussian_process/__init__.py	6
crop_yield_prediction/models/deep_gaussian_process/loss.py	10
crop_yield_prediction/models/deep_gaussian_process/rnn.py	72
crop_yield_prediction/models/deep_gaussian_process/base.py	303
crop_yield_prediction/models/c3d/__init__.py	2
crop_yield_prediction/models/c3d/conv3d.py	60
crop_yield_prediction/models/semi_transformer/AttentionModels.py	42
crop_yield_prediction/models/semi_transformer/__init__.py	4
crop_yield_prediction/models/semi_transformer/SubLayers.py	72
crop_yield_prediction/models/semi_transformer/Modules.py	18
crop_yield_prediction/models/semi_transformer/SemiTransformer.py	48
crop_yield_prediction/models/semi_transformer/Layers.py	12
crop_yield_prediction/models/semi_transformer/Optim.py	27
crop_yield_prediction/models/semi_transformer/TileNet.py	81
crop_yield_prediction/models/no_spatial.py	164
crop_yield_prediction/train_c3d.py	173
crop_yield_prediction/train_semi_transformer.py	271
crop_yield_prediction/train_cnn_lstm.py	173
crop_yield_prediction/dataloader/cnn_lstm_dataloader.py	40
crop_yield_prediction/dataloader/c3d_dataloader.py	41
crop_yield_prediction/dataloader/__init__.py	8
crop_yield_prediction/dataloader/cross_location_dataloader.py	27
crop_yield_prediction/dataloader/semi_cropyield_dataloader.py	39
data_preprocessing/sample_quadruplets/__init__.py	4
data_preprocessing/sample_quadruplets/sample_for_counties.py	251
data_preprocessing/sample_quadruplets/sample_for_pretrained.py	176
data_preprocessing/plot/__init__.py	2
data_preprocessing/plot/plot_local.py	51
data_preprocessing/plot/counties_plot.py	77
data_preprocessing/merge/__init__.py	2
data_preprocessing/merge/merge_various_days.py	51
data_preprocessing/preprocess/crop_yield.py	170
data_preprocessing/preprocess/landsat.py	56
data_preprocessing/preprocess/prism.py	40
data_preprocessing/preprocess/county_locations.py	124
data_preprocessing/preprocess/__init__.py	2
data_preprocessing/preprocess/cdl.py	18
data_preprocessing/preprocess/lai.py	65
data_preprocessing/preprocess/subset.py	39
data_preprocessing/preprocess/lst.py	85
data_preprocessing/preprocess/landcover.py	64
data_preprocessing/__init__.py	37
data_preprocessing/utils/__init__.py	12
data_preprocessing/utils/get_closest_date.py	9
data_preprocessing/utils/get_lat_lon_bins.py	7
data_preprocessing/utils/timing.py	26
data_preprocessing/utils/match_lat_lon.py	13
data_preprocessing/utils/generate_doy.py	32
data_preprocessing/rescaling/nws_precip.py	73
data_preprocessing/rescaling/soil_fraction.py	56
data_preprocessing/rescaling/us_counties.py	61
data_preprocessing/rescaling/prism_upscale.py	39
data_preprocessing/rescaling/elevation.py	44
data_preprocessing/rescaling/cdl_upscale.py	97
data_preprocessing/rescaling/__init__.py	3
data_preprocessing/rescaling/prism_downscale.py	57
data_preprocessing/rescaling/lst.py	65
data_preprocessing/rescaling/rescale_utils.py	13
data_preprocessing/rescaling/soil_moisture.py	56
data_preprocessing/postprocess/prism.py	211
data_preprocessing/postprocess/__init__.py	6
data_preprocessing/postprocess/combine_multi_vars.py	198
crop_yield_train_cross_location.py	201
generate_feature_importance_data.py	18
generate_experiment_data.py	39
crop_yield_no_spatial.py	31