Section Navigation
Contents:
engine
functional
activation
amplitude_tanh
amplitude_atanh
corrnorm
isochor
cmass
cmass_coor
diffuse
connectopy
laplacian_eigenmaps
diffusion_mapping
cov
corr
partialcov
partialcorr
pairedcov
pairedcorr
conditionalcov
conditionalcorr
precision
fourier
product_filter
product_filtfilt
unwrap
analytic_signal
hilbert_transform
envelope
instantaneous_phase
instantaneous_frequency
env_inst
graph
girvan_newman_null
modularity_matrix
coaffiliation
relaxed_modularity
graph_laplacian
interpolate
hybrid_interpolate
linear_interpolate
weighted_interpolate
spectral_interpolate
kernel
linear_kernel
param_norm
linear_distance
polynomial_kernel
sigmoid_kernel
gaussian_kernel
rbf_kernel
cosine_kernel
cov_kernel
corr_kernel
matrix
cholesky_invert
symmetric
spd
expand_outer
recondition_eigenspaces
delete_diagonal
diag_embed
fill_diagonal
toeplitz_2d
toeplitz
sym2vec
vec2sym
squareform
residualise
semidefinite
tangent_project_spd
cone_project_spd
mean_euc_spd
mean_harm_spd
mean_logeuc_spd
mean_geom_spd
sparse
random_sparse
spdiagmm
dspdmm
spspmm_full
topk
as_topk
full_as_topk
sparse_astype
trace_spspmm
spspmm
spsp_pairdiff
select_indices
topkx
sp_block_serialise
splr_hadamard
spsp_innerpaired
topk_to_bcoo
topk_diagzero
topk_diagreplace
block_serialise
sphere
spherical_geodesic
sphere_to_normals
sphere_to_latlong
spatial_conv
spherical_conv
euclidean_conv
sylo
symmap
symexp
symlog
symsqrt
tsconv
conv
tsconv2d
basischan
basisconv2d
polychan
polyconv2d
utils
conform_mask
apply_mask
mask_tensor
complex_decompose
complex_recompose
amplitude_apply
window
sample_windows
sample_nonoverlapping_windows_existing_ax
sample_nonoverlapping_windows_new_ax
sample_overlapping_windows_new_ax
sample_overlapping_windows_existing_ax
init
atlas
BaseAtlas
DirichletInitBaseAtlas
DiscreteVolumetricAtlas
MultiVolumetricAtlas
MultifileVolumetricAtlas
CortexSubcortexCIfTIAtlas
DirichletInitVolumetricAtlas
DirichletInitSurfaceAtlas
AtlasInitialiser
atlasmixins
base
from_distr_init
constant_init
identity_init
MappedInitialiser
DistributionInitialiser
IdentityInitialiser
deltaplus
dirichlet
freqfilter
FreqFilterSpec
iirfilter
laplace
mapparam
MappedParameter
DomainMappedParameter
IdentityMappedParameter
AffineMappedParameter
TanhMappedParameter
AmplitudeTanhMappedParameter
MappedLogits
NormSphereParameter
ProbabilitySimplexParameter
AmplitudeProbabilitySimplexParameter
OrthogonalParameter
IsochoricParameter
Clip
Renormalise
ForcePositiveDefinite
PhaseAmplitudeMixin
mpbl
TangencyInitialiser
SemidefiniteMean
loss
Loss
ParameterisedLoss
MSELoss
NormedLoss
identity
zero
difference
constraint_violation
unilateral_loss
hinge_loss
smoothness
bimodal_symmetric
det_gram
log_det_gram
entropy
kl_divergence
js_divergence
bregman_divergence
equilibrium
second_moment
auto_tol
batch_corr
qcfc
reference_tether
interhemispheric_tether
compactness
dispersion
multivariate_kurtosis
modularity
sum_scalarise
mean_scalarise
meansq_scalarise
max_scalarise
norm_scalarise
vnorm_scalarise
wmean_scalarise
selfwmean_scalarise
LossApply
LossScheme
neuro
synth
match_spectra
match_covariance
match_reference
match_cov_and_spectrum
synthesise_matched
synthesise_from_cov_and_spectrum
nn
CorrelationNorm
Isochor
AtlasLinear
BaseCovariance
UnaryCovariance
UnaryCovarianceTW
UnaryCovarianceUW
BinaryCovariance
BinaryCovarianceTW
BinaryCovarianceUW
SpectralInterpolate
LinearInterpolate
HybridInterpolate
recombinator
Recombinator
Residualise
TangentProject
BatchTangentProject
SPDNoise
SVM
Sylo
SyloResNet
vertcom
VerticalCompression
WindowAmplifier
hypercoil
Vertical compression layer.
VerticalCompression()
