persunraveltorch
Examples (in Jupyter Notebook)
Classification Using a
Biplane Convolutional
Neural Network
Binary Classification Using an SVM and Subsequent Regularization
Classification Using an SVM
Drawing Unravelled Persistence Diagrams
Utilities Used in Examples
API
persunraveltorch
persunraveltorch
Index
Index
_
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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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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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Z
_
__call__() (persunraveltorch.draw.Draw method)
(persunraveltorch.draw.seizing.Seizing method)
(persunraveltorch.draw.seizing.SeizingByHeight method)
(persunraveltorch.draw.seizing.SeizingByWidth method)
(persunraveltorch.draw.svg.BackgroundCreator method)
(persunraveltorch.draw.svg.StripWithAxesPattern method)
(persunraveltorch.draw.ViewboxCreator method)
(persunraveltorch.draw.ViewboxWithPadding method)
(train_test.Optimize method)
(train_test.ProcessBatch method)
A
accumulate_loss() (in module train_test)
accumulate_score() (in module train_test)
B
background_creator (persunraveltorch.draw.Draw attribute)
BackgroundCreator (class in persunraveltorch.draw.svg)
bias (persunraveltorch.nn.StripAffineFunctional attribute)
binary (train_test.ProcessBatch attribute)
biplane_from_triangles (persunraveltorch.nn.BiplaneFromIntervals attribute)
BiplaneFromIntervals (class in persunraveltorch.nn)
BiplaneFromTriangles (class in persunraveltorch.nn)
bottom (persunraveltorch.draw.Viewbox attribute)
C
channel_select2d
module
ChannelSelect2d (class in channel_select2d)
CM (persunraveltorch.draw.seizing.Unit attribute)
complement_notebook() (persunraveltorch.draw.Draw class method)
conv3d (persunraveltorch.nn.ConvBiplane attribute)
ConvBiplane (class in persunraveltorch.nn)
create_n_apply() (persunraveltorch.nn.Reshear class method)
create_point_clouds
module
create_point_clouds() (in module create_point_clouds)
CROSS (persunraveltorch.draw.StripOrientation attribute)
D
DARK_SCHEME (in module persunraveltorch.draw.css)
defs (persunraveltorch.draw.Draw attribute)
DOWN (persunraveltorch.draw.VerticalOrientation attribute)
Draw (class in persunraveltorch.draw)
E
EM (persunraveltorch.draw.seizing.Unit attribute)
energy() (persunraveltorch.nn.StripAffineFunctional method)
EX (persunraveltorch.draw.seizing.Unit attribute)
F
fmt (persunraveltorch.draw.Draw attribute)
forward() (channel_select2d.ChannelSelect2d method)
(gram_test.GramTest method)
(persunraveltorch.nn.BiplaneFromIntervals method)
(persunraveltorch.nn.BiplaneFromTriangles method)
(persunraveltorch.nn.ConvBiplane method)
(persunraveltorch.nn.HilbertGram method)
(persunraveltorch.nn.HilbertKernel method)
(persunraveltorch.nn.MaxPoolBiplane method)
(persunraveltorch.nn.PlaneSelect method)
(persunraveltorch.nn.RasterTriangle method)
(persunraveltorch.nn.Reshear method)
(persunraveltorch.nn.StripAffineFunctional method)
(persunraveltorch.nn.Unravel method)
(standard_scaler.StandardScaler method)
G
gram_test
module
GramTest (class in gram_test)
gudhi_util
module
H
height (persunraveltorch.draw.seizing.Sizes attribute)
HilbertGram (class in persunraveltorch.nn)
HilbertKernel (class in persunraveltorch.nn)
I
IN (persunraveltorch.draw.seizing.Unit attribute)
L
large (persunraveltorch.draw.svg.StripWithAxesPattern attribute)
left (persunraveltorch.draw.Viewbox attribute)
Length (class in persunraveltorch.draw.seizing)
length (persunraveltorch.draw.seizing.SeizingByHeight attribute)
(persunraveltorch.draw.seizing.SeizingByWidth attribute)
LIGHT_DARK_SCHEME (in module persunraveltorch.draw.css)
LIGHT_SCHEME (in module persunraveltorch.draw.css)
line_width (persunraveltorch.draw.svg.StripWithAxesPattern attribute)
loss (train_test.Result attribute)
loss_fn (train_test.ProcessBatch attribute)
M
MARKERS (in module persunraveltorch.draw.svg)
max_overhead (persunraveltorch.nn.RasterTriangle attribute)
max_pool_biplane() (in module persunraveltorch.nn.functional)
MaxPoolBiplane (class in persunraveltorch.nn)
MM (persunraveltorch.draw.seizing.Unit attribute)
mode (persunraveltorch.nn.Reshear attribute)
model (train_test.ProcessBatch attribute)
module
channel_select2d
create_point_clouds
gram_test
gudhi_util
persunraveltorch
persunraveltorch.draw
persunraveltorch.draw.css
persunraveltorch.draw.seizing
persunraveltorch.draw.svg
persunraveltorch.nn
persunraveltorch.nn.functional
standard_scaler
train_test
my_sphere() (in module create_point_clouds)
my_swiss_roll() (in module create_point_clouds)
my_torus() (in module create_point_clouds)
N
nb_correct (train_test.Result attribute)
O
Optimize (class in train_test)
optimizer (train_test.Optimize attribute)
ORDINARY (persunraveltorch.draw.StripOrientation attribute)
P
padding (persunraveltorch.draw.ViewboxWithPadding attribute)
partial_info (persunraveltorch.nn.HilbertKernel attribute)
PC (persunraveltorch.draw.seizing.Unit attribute)
PERCENT (persunraveltorch.draw.seizing.Unit attribute)
persunraveltorch
module
persunraveltorch.draw
module
persunraveltorch.draw.css
module
persunraveltorch.draw.seizing
module
persunraveltorch.draw.svg
module
persunraveltorch.nn
module
persunraveltorch.nn.functional
module
pixel_area (persunraveltorch.nn.BiplaneFromIntervals property)
(persunraveltorch.nn.RasterTriangle property)
(persunraveltorch.nn.StripAffineFunctional attribute)
plane (persunraveltorch.nn.PlaneSelect attribute)
plane_select() (in module persunraveltorch.nn.functional)
PlaneSelect (class in persunraveltorch.nn)
point_cloud_to_simplex_tree() (in module gudhi_util)
point_clouds_from_constructors() (in module create_point_clouds)
point_clouds_to_simplex_trees() (in module gudhi_util)
POLYLINE (in module persunraveltorch.draw.css)
ProcessBatch (class in train_test)
PT (persunraveltorch.draw.seizing.Unit attribute)
PX (persunraveltorch.draw.seizing.Unit attribute)
R
range_intervals (persunraveltorch.draw.Draw attribute)
raster_triangle (persunraveltorch.nn.BiplaneFromIntervals attribute)
RasterTriangle (class in persunraveltorch.nn)
REPLICATE (persunraveltorch.nn.ReshearMode attribute)
Reshear (class in persunraveltorch.nn)
ReshearMode (class in persunraveltorch.nn)
Result (class in train_test)
right (persunraveltorch.draw.Viewbox attribute)
S
Seizing (class in persunraveltorch.draw.seizing)
seizing (persunraveltorch.draw.Draw attribute)
SeizingByHeight (class in persunraveltorch.draw.seizing)
SeizingByWidth (class in persunraveltorch.draw.seizing)
simplex_trees_to_persistence_intervals_in_dim() (in module gudhi_util)
Sizes (class in persunraveltorch.draw.seizing)
standalone (persunraveltorch.draw.Draw attribute)
standard_scaler
module
StandardScaler (class in standard_scaler)
strip_orientation (persunraveltorch.draw.Draw attribute)
StripAffineFunctional (class in persunraveltorch.nn)
StripOrientation (class in persunraveltorch.draw)
StripWithAxesPattern (class in persunraveltorch.draw.svg)
stylesheet (persunraveltorch.draw.Draw attribute)
SVG (class in persunraveltorch.draw)
T
tiles (persunraveltorch.draw.svg.StripWithAxesPattern attribute)
top (persunraveltorch.draw.Viewbox attribute)
train_test
module
U
Unit (class in persunraveltorch.draw.seizing)
unit (persunraveltorch.draw.seizing.Length attribute)
Unravel (class in persunraveltorch.nn)
unravel (persunraveltorch.draw.Draw attribute)
UP (persunraveltorch.draw.VerticalOrientation attribute)
V
value (persunraveltorch.draw.seizing.Length attribute)
variational_energy() (persunraveltorch.nn.StripAffineFunctional method)
vertical_orientation (persunraveltorch.draw.Viewbox attribute)
VerticalOrientation (class in persunraveltorch.draw)
Viewbox (class in persunraveltorch.draw)
viewbox_creator (persunraveltorch.draw.Draw attribute)
ViewboxCreator (class in persunraveltorch.draw)
ViewboxWithPadding (class in persunraveltorch.draw)
W
weight (persunraveltorch.nn.StripAffineFunctional attribute)
width (persunraveltorch.draw.seizing.Sizes attribute)
Z
ZERO (persunraveltorch.nn.ReshearMode attribute)