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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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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
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X
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Z
A
add_module() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
add_null_results_column() (Wells method)
add_welltrack() (Wells method)
affine_transform() (Rock method)
(SpatialComponent method)
(States method)
all_perforated_blocks() (WellSegment method)
ancestors() (WellSegment property)
anchestors() (WellSegment property)
apply() (Aquifers method)
(BaseComponent method)
(FieldSample method)
(LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(Rock method)
(SpatialAutoencoder method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
apply_perforations() (Wells method)
(WellSegment method)
Aquifers (class in deepfield.field.aquifer)
aquifers() (Field property)
as_corner_point (OrthogonalUniformGrid attribute)
as_corner_point() (CornerPointGrid property)
as_ravel() (FieldSample method)
as_spatial() (FieldSample method)
assert_components_available() (Field method)
at_wells() (FieldSample method)
attributes() (Aquifers property)
(BaseComponent property)
(FieldSample property)
(Rock property)
(States property)
(Tables property)
(Wells property)
(WellSegment property)
B
BaseComponent (class in deepfield.field.base_component)
basename() (Field property)
binary_closing() (Rock method)
(SpatialComponent method)
(States method)
binary_dilation() (Rock method)
(SpatialComponent method)
(States method)
binary_erosion() (Rock method)
(SpatialComponent method)
(States method)
binary_fill_holes() (Rock method)
(SpatialComponent method)
(States method)
binary_hit_or_miss() (Rock method)
(SpatialComponent method)
(States method)
binary_opening() (Rock method)
(SpatialComponent method)
(States method)
binary_propagation() (Rock method)
(SpatialComponent method)
(States method)
black_tophat() (Rock method)
(SpatialComponent method)
(States method)
blocks_ravel() (Wells method)
blocks_to_spatial() (Wells method)
bounding_box (CornerPointGrid attribute)
(Grid attribute)
(OrthogonalUniformGrid attribute)
buffers() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
C
calculate_cf() (Wells method)
(WellSegment method)
calculate_neighbours_distances() (Grid method)
calculate_rates() (Field method)
calculate_statistics() (FieldDataset method)
cell_bases() (CornerPointGrid method)
cell_centroids (CornerPointGrid attribute)
(Grid attribute)
(OrthogonalUniformGrid attribute)
cell_size() (OrthogonalUniformGrid property)
cell_sizes() (CornerPointGrid method)
cell_volumes (CornerPointGrid attribute)
(Grid attribute)
(OrthogonalUniformGrid attribute)
center_of_mass() (Rock method)
(SpatialComponent method)
(States method)
children() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
(WellSegment property)
class_name() (Aquifers property)
(BaseComponent property)
(FieldSample property)
(Rock property)
(States property)
(Tables property)
(Wells property)
(WellSegment property)
clip() (Rock method)
(SpatialComponent method)
(States method)
components() (Field property)
Compose (class in deepfield.datasets)
compute_events() (Wells method)
ControlRandomizer (class in deepfield.datasets)
convert_to_other_fmt() (FieldDataset method)
convolve() (Rock method)
(SpatialComponent method)
(States method)
convolve1d() (Rock method)
(SpatialComponent method)
(States method)
copy() (Aquifers method)
(BaseComponent method)
(Field method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
CornerPointGrid (class in deepfield.field)
correlate() (Rock method)
(SpatialComponent method)
(States method)
correlate1d() (Rock method)
(SpatialComponent method)
(States method)
cpu() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
crop() (Rock method)
(SpatialComponent method)
(States method)
crop_minimal_cube() (Aquifers method)
(CornerPointGrid method)
(Grid method)
(OrthogonalUniformGrid method)
crop_minimal_grid() (CornerPointGrid method)
cuda() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
cum_rates() (Wells property)
(WellSegment property)
D
dataset() (FieldSample property)
deepfield.metamodelling.common (module)
deepfield.metamodelling.conv_3d (module)
deepfield.metamodelling.factories (module)
deepfield.metamodelling.graph (module)
deepfield.metamodelling.utils (module)
deepfield.metamodelling.wrappers (module)
default_control_rand (FieldRandomizer attribute)
default_randomizer (FieldRandomizer attribute)
default_rock_rand (FieldRandomizer attribute)
default_sample_attrs (FieldDataset attribute)
default_states_rand (FieldRandomizer attribute)
del_state() (Aquifers method)
(BaseComponent method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
depth() (WellSegment property)
descendants() (WellSegment property)
device() (FieldSample property)
distance_transform_bf() (Rock method)
(SpatialComponent method)
(States method)
distance_transform_cdt() (Rock method)
(SpatialComponent method)
(States method)
distance_transform_edt() (Rock method)
(SpatialComponent method)
(States method)
double() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
downscale() (OrthogonalUniformGrid method)
drop() (Aquifers method)
(BaseComponent method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
drop_empty_groups() (Wells method)
drop_incomplete() (Wells method)
drop_outside() (Wells method)
dump() (Aquifers method)
(BaseComponent method)
(Field method)
(FieldSample method)
(LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(PropertiesTransfer method)
(Rock method)
(SpatialAutoencoder method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
dump_array_ascii() (Aquifers static method)
(BaseComponent static method)
(FieldSample static method)
(Rock static method)
(States static method)
(Tables static method)
(Wells static method)
(WellSegment static method)
dump_patches (LatentSpaceDynamics attribute)
(NeuralDifferentialEquation attribute)
(SpatialAutoencoder attribute)
dump_samples() (FieldDataset method)
dump_statistics() (FieldDataset method)
E
empty_like() (Aquifers method)
(BaseComponent method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
eval() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
event_dates() (Wells property)
ex() (Grid property)
extra_repr() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
extrema() (Rock method)
(SpatialComponent method)
(States method)
ey() (Grid property)
F
faces_centers() (CornerPointGrid method)
Field (class in deepfield.field)
field() (FieldSample property)
FieldDataset (class in deepfield.datasets)
FieldRandomizer (class in deepfield.datasets)
FieldSample (class in deepfield.datasets)
filter_blocks_with_perm() (Wells method)
filtered_statistics() (FieldDataset property)
find_best_match_indices() (in module deepfield.metamodelling.utils)
find_objects() (Rock method)
(SpatialComponent method)
(States method)
fit() (PropertiesTransfer method)
flip() (Rock method)
(SpatialComponent method)
(States method)
float() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
forward() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
fourier_ellipsoid() (Rock method)
(SpatialComponent method)
(States method)
fourier_gaussian() (Rock method)
(SpatialComponent method)
(States method)
fourier_shift() (Rock method)
(SpatialComponent method)
(States method)
fourier_uniform() (Rock method)
(SpatialComponent method)
(States method)
fullname (WellSegment attribute)
fullname() (WellSegment property)
G
gaussian_filter() (Rock method)
(SpatialComponent method)
(States method)
gaussian_filter1d() (Rock method)
(SpatialComponent method)
(States method)
gaussian_gradient_magnitude() (Rock method)
(SpatialComponent method)
(States method)
gaussian_laplace() (Rock method)
(SpatialComponent method)
(States method)
generate_randomized_dataset() (FieldRandomizer method)
generic_filter() (Rock method)
(SpatialComponent method)
(States method)
generic_filter1d() (Rock method)
(SpatialComponent method)
(States method)
generic_gradient_magnitude() (Rock method)
(SpatialComponent method)
(States method)
generic_laplace() (Rock method)
(SpatialComponent method)
(States method)
geometric_transform() (Rock method)
(SpatialComponent method)
(States method)
get_control_subset() (LatentSpaceDynamics static method)
get_model_device() (in module deepfield.metamodelling.utils)
get_neighbors_matrix() (Grid method)
get_number_of_params() (in module deepfield.metamodelling.utils)
get_params() (PropertiesTransfer method)
get_randomized_field() (FieldRandomizer method)
get_spatial_connection_factors_and_perforation_ratio() (Field method)
get_spatial_well_control() (Field method)
get_wellblocks() (Wells method)
glob() (Wells method)
gradient() (Rock method)
(SpatialComponent method)
(States method)
grey_closing() (Rock method)
(SpatialComponent method)
(States method)
grey_dilation() (Rock method)
(SpatialComponent method)
(States method)
grey_erosion() (Rock method)
(SpatialComponent method)
(States method)
grey_opening() (Rock method)
(SpatialComponent method)
(States method)
Grid (class in deepfield.field)
grid() (Field property)
group() (Wells method)
H
half() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
height() (WellSegment property)
histogram() (Rock method)
(SpatialComponent method)
(States method)
history_dates() (Wells property)
history_to_results() (Field method)
I
init_state() (Aquifers method)
(BaseComponent method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
is_group (WellSegment attribute)
is_group() (WellSegment property)
is_leaf() (WellSegment property)
is_main_branch (WellSegment attribute)
is_main_branch() (WellSegment property)
is_root() (WellSegment property)
items() (Aquifers method)
(BaseComponent method)
(Field method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
iter_path_reverse() (WellSegment method)
K
keys() (Aquifers method)
(BaseComponent method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
L
L2Loss (class in deepfield.metamodelling)
label() (Rock method)
(SpatialComponent method)
(States method)
labeled_comprehension() (Rock method)
(SpatialComponent method)
(States method)
laplace() (Rock method)
(SpatialComponent method)
(States method)
LatentSpaceDynamics (class in deepfield.metamodelling.dynamics)
LatentSpaceDynamics.to() (in module deepfield.metamodelling.dynamics)
,
[1]
,
[2]
leaves() (WellSegment property)
LinearInterpolator (class in deepfield.metamodelling.utils)
load() (Aquifers method)
(BaseComponent method)
(Field method)
(FieldSample method)
(LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(PropertiesTransfer method)
(Rock method)
(SpatialAutoencoder method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
load_state_dict() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
load_statistics() (FieldDataset method)
lr_lambda() (in module deepfield.metamodelling.utils)
M
main_branches() (Wells property)
make_evaluation_iter() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
make_training_iter() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
map_coordinates() (Rock method)
(SpatialComponent method)
(States method)
map_grid() (CornerPointGrid method)
maximum() (Rock method)
(SpatialComponent method)
(States method)
maximum_filter() (Rock method)
(SpatialComponent method)
(States method)
maximum_filter1d() (Rock method)
(SpatialComponent method)
(States method)
maximum_position() (Rock method)
(SpatialComponent method)
(States method)
mean() (Rock method)
(SpatialComponent method)
(States method)
median() (Rock method)
(SpatialComponent method)
(States method)
median_filter() (Rock method)
(SpatialComponent method)
(States method)
meta() (Field property)
minimal_active_bounds() (CornerPointGrid method)
minimal_active_slices() (Grid method)
minimum() (Rock method)
(SpatialComponent method)
(States method)
minimum_filter() (Rock method)
(SpatialComponent method)
(States method)
minimum_filter1d() (Rock method)
(SpatialComponent method)
(States method)
minimum_position() (Rock method)
(SpatialComponent method)
(States method)
modules() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
morphological_gradient() (Rock method)
(SpatialComponent method)
(States method)
morphological_laplace() (Rock method)
(SpatialComponent method)
(States method)
N
n_timesteps() (States property)
name (WellSegment attribute)
name() (WellSegment property)
named_buffers() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
named_children() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
named_modules() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
named_parameters() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
names() (Aquifers property)
(Wells property)
NeuralDifferentialEquation (class in deepfield.metamodelling.dynamics)
NeuralDifferentialEquation.to() (in module deepfield.metamodelling.dynamics)
,
[1]
,
[2]
NNTrainer (class in deepfield.metamodelling)
Normalize (class in deepfield.datasets)
O
origin() (CornerPointGrid property)
(Grid property)
orthogonalize() (CornerPointGrid method)
OrthogonalUniformGrid (class in deepfield.field)
P
pad() (Rock method)
(SpatialComponent method)
(States method)
pad_na() (Rock method)
(States method)
parameters() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
parent() (WellSegment property)
path() (Field property)
(WellSegment property)
percentile_filter() (Rock method)
(SpatialComponent method)
(States method)
perforated_blocks() (WellSegment method)
perforated_indices() (WellSegment method)
predict() (PropertiesTransfer method)
prewitt() (Rock method)
(SpatialComponent method)
(States method)
PropertiesTransfer (class in deepfield.field.models)
pvtg_to_pvdg() (Tables method)
R
random_noise() (Rock method)
(SpatialComponent method)
(States method)
randomize() (Aquifers method)
randomize_events() (Wells method)
RandomSubsequence (class in deepfield.datasets)
rank_filter() (Rock method)
(SpatialComponent method)
(States method)
ravel() (Aquifers method)
(BaseComponent method)
(Field method)
(FieldSample method)
(Rock method)
(SpatialComponent method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
register_backward_hook() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
register_buffer() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
register_forward_hook() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
register_forward_pre_hook() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
register_parameter() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
render_tree() (Wells method)
requires_grad_() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
rescale() (Rock method)
(SpatialComponent method)
(States method)
reshape() (Aquifers method)
(BaseComponent method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
resize() (Rock method)
(SpatialComponent method)
(States method)
resolver() (Wells property)
result_dates() (Field property)
(Wells property)
results_to_events() (Wells method)
Rock (class in deepfield.field)
rock() (Field property)
RockRandomizer (class in deepfield.datasets)
root() (Wells property)
(WellSegment property)
rot90() (Rock method)
(SpatialComponent method)
(States method)
rotate() (Rock method)
(SpatialComponent method)
(States method)
S
sample_attrs() (FieldDataset property)
(FieldSample property)
sample_crops() (Rock method)
(SpatialComponent method)
(States method)
separator (WellSegment attribute)
sequential_factory() (in module deepfield.metamodelling.factories)
set_params() (PropertiesTransfer method)
set_state() (Aquifers method)
(BaseComponent method)
(Field method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
set_transform() (FieldDataset method)
share_memory() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
shift() (Rock method)
(SpatialComponent method)
(States method)
show() (Field method)
show_blocks_dynamics() (Wells method)
show_cube() (Rock method)
(States method)
show_histogram() (Rock method)
show_rates() (Wells method)
show_rates2() (Wells method)
show_wells() (Wells method)
siblings() (WellSegment property)
sobel() (Rock method)
(SpatialComponent method)
(States method)
SpatialAutoencoder (class in deepfield.metamodelling)
SpatialAutoencoder.to() (in module deepfield.metamodelling)
,
[1]
,
[2]
SpatialComponent (class in deepfield.field.base_spatial)
spline_filter() (Rock method)
(SpatialComponent method)
(States method)
spline_filter1d() (Rock method)
(SpatialComponent method)
(States method)
split_dataset() (NNTrainer static method)
split_perforations() (Wells method)
standard_deviation() (Rock method)
(SpatialComponent method)
(States method)
start() (Field property)
state() (Aquifers property)
(BaseComponent property)
(Field property)
(FieldSample property)
(Rock property)
(States property)
(Tables property)
(Wells property)
(WellSegment property)
state_dict() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
States (class in deepfield.field)
states() (Field property)
StatesRandomizer (class in deepfield.datasets)
strip_na() (Rock method)
(States method)
sum() (Rock method)
(SpatialComponent method)
(States method)
T
Tables (class in deepfield.field)
tables() (Field property)
to() (FieldSample method)
(LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
to_corner_point() (OrthogonalUniformGrid method)
to_dates() (FieldDataset static method)
to_spatial() (Field method)
(Rock method)
(SpatialComponent method)
(States method)
total_rates() (Wells property)
(WellSegment property)
ToTensor (class in deepfield.datasets)
train() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
train_model() (NNTrainer method)
transformed() (FieldSample method)
type() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
U
uniform_filter() (Rock method)
(SpatialComponent method)
(States method)
uniform_filter1d() (Rock method)
(SpatialComponent method)
(States method)
UniformSequenceSubset (class in deepfield.datasets)
unravel() (Field method)
(Rock method)
(SpatialComponent method)
(States method)
update() (Wells method)
update_wpi_mult() (Wells method)
upscale() (CornerPointGrid method)
(OrthogonalUniformGrid method)
(Rock method)
V
values() (Aquifers method)
(BaseComponent method)
(FieldSample method)
(Rock method)
(States method)
(Tables method)
(Wells method)
(WellSegment method)
variance() (Rock method)
(SpatialComponent method)
(States method)
W
watershed_ift() (Rock method)
(SpatialComponent method)
(States method)
well_mask (Field attribute)
Wells (class in deepfield.field.wells)
wells() (Field property)
WellSegment (class in deepfield.field.well_segment)
white_tophat() (Rock method)
(SpatialComponent method)
(States method)
X
xyz (CornerPointGrid attribute)
(Grid attribute)
xyz() (OrthogonalUniformGrid property)
xyz_max (CornerPointGrid attribute)
xyz_min (CornerPointGrid attribute)
Z
zero_grad() (LatentSpaceDynamics method)
(NeuralDifferentialEquation method)
(SpatialAutoencoder method)
zoom() (Rock method)
(SpatialComponent method)
(States method)