sdofmv2
Guide
Getting Started
API Reference
Core Models & Data
Downstream Tasks
Utilities
sdofmv2
Index
Index
A
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B
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C
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D
|
E
|
F
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G
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H
|
I
|
L
|
M
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N
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O
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P
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R
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S
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T
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U
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V
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W
A
aligndata (sdofmv2.tasks.solar_wind.datamodule.SWDataModule attribute)
(sdofmv2.tasks.solar_wind.datamodule.SWDataset attribute)
apply_hmi_mask() (in module sdofmv2.utils.utils)
AttributeDict (class in sdofmv2.utils.utils)
autoencoder (sdofmv2.core.mae_module.MAE attribute)
B
backbone (sdofmv2.tasks.missing_data.missing_data_module.MissingDataModel attribute)
BaseModule (class in sdofmv2.core.basemodule)
C
cfg (sdofmv2.tasks.solar_wind.datamodule.SWDataModule attribute)
chan_types (sdofmv2.core.mae_module.MAE attribute)
classifier (sdofmv2.tasks.solar_wind.head_networks.TransformerHead attribute)
ClsLinear (class in sdofmv2.tasks.solar_wind.head_networks)
colorbar_list() (in module sdofmv2.tasks.solar_wind.visualization)
configure_optimizers() (sdofmv2.core.basemodule.BaseModule method)
ConvTransformerTokensToEmbeddingNeck (class in sdofmv2.tasks.missing_data.necks)
D
d_output (sdofmv2.tasks.solar_wind.head_networks.ClsLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SimpleLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SkipLinearHead attribute)
days_hours_mins_secs_str() (in module sdofmv2.utils.utils)
E
embedding_dim (sdofmv2.tasks.solar_wind.head_networks.ClsLinear attribute)
EmbSolarProxyDataModule (class in sdofmv2.tasks.f107.f107_datamodule)
EmbSolarProxyDataset (class in sdofmv2.tasks.f107.f107_datamodule)
encoder (sdofmv2.tasks.missing_data.wrap_encoder.WrapEncoder attribute)
F
find_images_labels() (in module sdofmv2.tasks.solar_wind.visualization)
find_images_labels_embed() (in module sdofmv2.tasks.solar_wind.visualization)
flatten_dict() (in module sdofmv2.utils.utils)
focal_loss_multiclass() (in module sdofmv2.tasks.solar_wind.focal_loss)
forward() (sdofmv2.core.mae3d.MaskedAutoencoderViT3D method)
(sdofmv2.core.mae_module.MAE method)
(sdofmv2.tasks.f107.f107_module.MultiLayerPerceptron method)
(sdofmv2.tasks.missing_data.missing_data_module.MissingDataModel method)
(sdofmv2.tasks.missing_data.necks.ConvTransformerTokensToEmbeddingNeck method)
(sdofmv2.tasks.missing_data.necks.Norm2d method)
(sdofmv2.tasks.missing_data.wrap_encoder.WrapEncoder method)
(sdofmv2.tasks.solar_wind.head_networks.ClsLinear method)
(sdofmv2.tasks.solar_wind.head_networks.SimpleLinear method)
(sdofmv2.tasks.solar_wind.head_networks.SkipLinearHead method)
(sdofmv2.tasks.solar_wind.head_networks.TransformerHead method)
(sdofmv2.tasks.solar_wind.model.SWClassifier method)
forward_analysis() (sdofmv2.tasks.solar_wind.model.SWClassifier method)
forward_encoder() (sdofmv2.core.mae_module.MAE method)
forward_features() (sdofmv2.tasks.missing_data.wrap_encoder.WrapEncoder method)
forward_random_channel_drop() (sdofmv2.tasks.missing_data.missing_data_module.MissingDataModel method)
G
get_1d_sincos_pos_embed_from_grid() (in module sdofmv2.utils.utils)
get_2d_sincos_pos_embed() (in module sdofmv2.utils.utils)
get_2d_sincos_pos_embed_from_grid() (in module sdofmv2.utils.utils)
get_3d_sincos_pos_embed() (in module sdofmv2.utils.utils)
get_aia_image() (sdofmv2.core.datamodule.SDOMLDataset method)
get_eve() (sdofmv2.core.datamodule.SDOMLDataset method)
get_hmi_image() (sdofmv2.core.datamodule.SDOMLDataset method)
get_intermediate_layers() (sdofmv2.core.mae3d.MaskedAutoencoderViT3D method)
H
hidden_dim (sdofmv2.tasks.solar_wind.head_networks.ClsLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SimpleLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SkipLinearHead attribute)
hmi_mask() (in module sdofmv2.utils.utils)
I
id_label (sdofmv2.tasks.solar_wind.datamodule.SWDataset attribute)
img_size (sdofmv2.core.mae_module.MAE attribute)
input_feature_dim (sdofmv2.tasks.solar_wind.head_networks.SimpleLinear attribute)
input_token_dim (sdofmv2.tasks.solar_wind.head_networks.TransformerHead attribute)
L
latlon_parameters (sdofmv2.tasks.solar_wind.datamodule.SWDataset attribute)
limb_mask (sdofmv2.core.mae_module.MAE attribute)
loading_data_retry() (sdofmv2.core.datamodule.SDOMLDataset method)
loss_dict (sdofmv2.core.mae_module.MAE attribute)
M
MAE (class in sdofmv2.core.mae_module)
mae_loss() (in module sdofmv2.core.losses)
mapping_dense_to_rgb() (in module sdofmv2.core.pca_analysis)
MaskedAutoencoderViT3D (class in sdofmv2.core.mae3d)
masking_ratio (sdofmv2.core.mae_module.MAE attribute)
(sdofmv2.tasks.missing_data.missing_data_module.MissingDataModel attribute)
max_position_element (sdofmv2.tasks.solar_wind.head_networks.ClsLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SimpleLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SkipLinearHead attribute)
MissingDataModel (class in sdofmv2.tasks.missing_data.missing_data_module)
module
sdofmv2.core.losses
sdofmv2.core.pca_analysis
sdofmv2.tasks.solar_wind.focal_loss
sdofmv2.tasks.solar_wind.visualization
sdofmv2.utils.utils
MultiLayerPerceptron (class in sdofmv2.tasks.f107.f107_module)
N
network (sdofmv2.tasks.solar_wind.head_networks.ClsLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SimpleLinear attribute)
Norm2d (class in sdofmv2.tasks.missing_data.necks)
norm_target() (in module sdofmv2.utils.utils)
num_hidden_layers (sdofmv2.tasks.solar_wind.head_networks.SkipLinearHead attribute)
num_pos_token (sdofmv2.tasks.solar_wind.head_networks.TransformerHead attribute)
O
on_before_optimizer_step() (sdofmv2.tasks.solar_wind.model.SWClassifier method)
on_test_epoch_end() (sdofmv2.core.mae_module.MAE method)
(sdofmv2.tasks.solar_wind.model.SWClassifier method)
on_train_epoch_end() (sdofmv2.tasks.solar_wind.model.SWClassifier method)
on_validation_epoch_end() (sdofmv2.core.mae_module.MAE method)
(sdofmv2.tasks.solar_wind.model.SWClassifier method)
output_linear (sdofmv2.tasks.solar_wind.head_networks.SkipLinearHead attribute)
P
p_drop (sdofmv2.tasks.solar_wind.head_networks.ClsLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SimpleLinear attribute)
patch_size (sdofmv2.core.mae_module.MAE attribute)
patch_weight_loss() (in module sdofmv2.core.losses)
patchify() (in module sdofmv2.utils.utils)
pixel_weight_loss() (in module sdofmv2.core.losses)
plot_disk_distribution() (in module sdofmv2.tasks.solar_wind.visualization)
plot_ecliptic() (in module sdofmv2.tasks.solar_wind.visualization)
plot_images_grid() (in module sdofmv2.tasks.solar_wind.visualization)
plot_sdoml() (in module sdofmv2.tasks.solar_wind.visualization)
plot_tsne() (in module sdofmv2.tasks.solar_wind.visualization)
pos_encoder (sdofmv2.tasks.solar_wind.head_networks.TransformerHead attribute)
position_list (sdofmv2.tasks.solar_wind.datamodule.SWDataset attribute)
position_size (sdofmv2.tasks.solar_wind.head_networks.ClsLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SimpleLinear attribute)
(sdofmv2.tasks.solar_wind.head_networks.SkipLinearHead attribute)
predict_step() (sdofmv2.tasks.solar_wind.model.SWClassifier method)
projection (sdofmv2.tasks.solar_wind.head_networks.TransformerHead attribute)
pts_linears (sdofmv2.tasks.solar_wind.head_networks.SkipLinearHead attribute)
R
r_dist_list (sdofmv2.tasks.solar_wind.datamodule.SWDataset attribute)
radial_mean (sdofmv2.tasks.solar_wind.datamodule.SWDataModule attribute)
radial_parameters (sdofmv2.tasks.solar_wind.datamodule.SWDataset attribute)
radial_std (sdofmv2.tasks.solar_wind.datamodule.SWDataModule attribute)
random_masking() (sdofmv2.core.mae3d.MaskedAutoencoderViT3D method)
S
sdofmv2.core.losses
module
sdofmv2.core.pca_analysis
module
sdofmv2.tasks.solar_wind.focal_loss
module
sdofmv2.tasks.solar_wind.visualization
module
sdofmv2.utils.utils
module
SDOMLDataModule (class in sdofmv2.core.datamodule)
SDOMLDataset (class in sdofmv2.core.datamodule)
SimpleLinear (class in sdofmv2.tasks.solar_wind.head_networks)
SkipLinearHead (class in sdofmv2.tasks.solar_wind.head_networks)
skips (sdofmv2.tasks.solar_wind.head_networks.SkipLinearHead attribute)
sparse_dense_loss() (in module sdofmv2.core.losses)
spatial_to_patch_mask() (in module sdofmv2.utils.utils)
split_pixel_loss() (in module sdofmv2.core.losses)
stonyhurst_to_patch_index() (in module sdofmv2.utils.utils)
SWClassifier (class in sdofmv2.tasks.solar_wind.model)
SWDataModule (class in sdofmv2.tasks.solar_wind.datamodule)
SWDataset (class in sdofmv2.tasks.solar_wind.datamodule)
T
test_results (sdofmv2.core.mae_module.MAE attribute)
test_step() (sdofmv2.core.mae_module.MAE method)
(sdofmv2.tasks.solar_wind.model.SWClassifier method)
test_years (sdofmv2.tasks.solar_wind.datamodule.SWDataModule attribute)
train_years (sdofmv2.tasks.solar_wind.datamodule.SWDataModule attribute)
training_step() (sdofmv2.core.basemodule.BaseModule method)
(sdofmv2.core.mae_module.MAE method)
(sdofmv2.tasks.f107.f107_module.MultiLayerPerceptron method)
(sdofmv2.tasks.missing_data.missing_data_module.MissingDataModel method)
(sdofmv2.tasks.solar_wind.model.SWClassifier method)
transformer_block (sdofmv2.tasks.solar_wind.head_networks.TransformerHead attribute)
TransformerHead (class in sdofmv2.tasks.solar_wind.head_networks)
tubelet_size (sdofmv2.core.mae_module.MAE attribute)
U
unflatten_dict() (in module sdofmv2.utils.utils)
unpatchify() (in module sdofmv2.utils.utils)
V
val_years (sdofmv2.tasks.solar_wind.datamodule.SWDataModule attribute)
validation_metrics (sdofmv2.core.mae_module.MAE attribute)
(sdofmv2.tasks.missing_data.missing_data_module.MissingDataModel attribute)
validation_step() (sdofmv2.core.basemodule.BaseModule method)
(sdofmv2.core.mae_module.MAE method)
(sdofmv2.tasks.f107.f107_module.MultiLayerPerceptron method)
(sdofmv2.tasks.missing_data.missing_data_module.MissingDataModel method)
(sdofmv2.tasks.solar_wind.model.SWClassifier method)
vector_aware_loss() (in module sdofmv2.core.losses)
W
WrapEncoder (class in sdofmv2.tasks.missing_data.wrap_encoder)
wsa_to_image() (in module sdofmv2.tasks.solar_wind.visualization)