API Reference#
dipy
align
- Module:
align._public
- Module:
align.bundlemin
- Module:
align.cpd
- Module:
align.crosscorr
- Module:
align.expectmax
- Module:
align.imaffine
- Module:
align.imwarp
- Module:
align.metrics
- Module:
align.parzenhist
- Module:
align.reslice
- Module:
align.scalespace
- Module:
align.streamlinear
- Module:
align.streamwarp
- Module:
align.sumsqdiff
- Module:
align.transforms
- Module:
align.vector_fields
Bunch
- syn_registration
- register_dwi_to_template
- write_mapping
- read_mapping
- resample
- affine_registration
- center_of_mass
- translation
- rigid
- rigid_isoscaling
- rigid_scaling
- affine
- register_series
- register_dwi_series
- motion_correction
- streamline_registration
- determine_num_threads
- distance_matrix_mdf
DeformableRegistration
DeformableRegistration
DeformableRegistration.expectation()
DeformableRegistration.get_registration_parameters()
DeformableRegistration.iterate()
DeformableRegistration.maximization()
DeformableRegistration.register()
DeformableRegistration.transform_point_cloud()
DeformableRegistration.update_transform()
DeformableRegistration.update_variance()
- gaussian_kernel
- low_rank_eigen
- initialize_sigma2
- lowrankQS
- compute_cc_backward_step_2d
- compute_cc_backward_step_3d
- compute_cc_forward_step_2d
- compute_cc_forward_step_3d
- precompute_cc_factors_2d
- precompute_cc_factors_2d_test
- precompute_cc_factors_3d
- precompute_cc_factors_3d_test
- compute_em_demons_step_2d
- compute_em_demons_step_3d
- compute_masked_class_stats_2d
- compute_masked_class_stats_3d
- quantize_positive_2d
- quantize_positive_3d
AffineInversionError
AffineInvalidValuesError
AffineMap
MutualInformationMetric
AffineRegistration
- transform_centers_of_mass
- transform_geometric_centers
- transform_origins
DiffeomorphicMap
DiffeomorphicMap
DiffeomorphicMap.allocate()
DiffeomorphicMap.compute_inversion_error()
DiffeomorphicMap.expand_fields()
DiffeomorphicMap.get_backward_field()
DiffeomorphicMap.get_forward_field()
DiffeomorphicMap.get_simplified_transform()
DiffeomorphicMap.interpret_matrix()
DiffeomorphicMap.inverse()
DiffeomorphicMap.shallow_copy()
DiffeomorphicMap.transform()
DiffeomorphicMap.transform_inverse()
DiffeomorphicMap.transform_points()
DiffeomorphicMap.transform_points_inverse()
DiffeomorphicMap.warp_endomorphism()
DiffeomorphicRegistration
SymmetricDiffeomorphicRegistration
- mult_aff
- get_direction_and_spacings
SimilarityMetric
SimilarityMetric
SimilarityMetric.compute_backward()
SimilarityMetric.compute_forward()
SimilarityMetric.free_iteration()
SimilarityMetric.get_energy()
SimilarityMetric.initialize_iteration()
SimilarityMetric.set_levels_above()
SimilarityMetric.set_levels_below()
SimilarityMetric.set_moving_image()
SimilarityMetric.set_static_image()
SimilarityMetric.use_moving_image_dynamics()
SimilarityMetric.use_static_image_dynamics()
CCMetric
EMMetric
SSDMetric
- v_cycle_2d
- v_cycle_3d
ParzenJointHistogram
ParzenJointHistogram
ParzenJointHistogram.bin_index()
ParzenJointHistogram.bin_normalize_moving()
ParzenJointHistogram.bin_normalize_static()
ParzenJointHistogram.setup()
ParzenJointHistogram.update_gradient_dense()
ParzenJointHistogram.update_gradient_sparse()
ParzenJointHistogram.update_pdfs_dense()
ParzenJointHistogram.update_pdfs_sparse()
- compute_parzen_mi
- cubic_spline
- cubic_spline_derivative
- sample_domain_regular
- reslice
ScaleSpace
IsotropicScaleSpace
StreamlineDistanceMetric
BundleMinDistanceMetric
BundleMinDistanceMatrixMetric
BundleMinDistanceAsymmetricMetric
BundleSumDistanceMatrixMetric
JointBundleMinDistanceMetric
StreamlineLinearRegistration
StreamlineRegistrationMap
JointStreamlineRegistrationMap
- bundle_sum_distance
- bundle_min_distance
- bundle_min_distance_fast
- bundle_min_distance_asymmetric_fast
- remove_clusters_by_size
- progressive_slr
- slr_with_qbx
- groupwise_slr
- get_unique_pairs
- compose_matrix44
- decompose_matrix44
- average_bundle_length
- find_missing
- bundlewarp
- bundlewarp_vector_filed
- bundlewarp_shape_analysis
- compute_energy_ssd_2d
- compute_energy_ssd_3d
- compute_residual_displacement_field_ssd_2d
- compute_residual_displacement_field_ssd_3d
- compute_ssd_demons_step_2d
- compute_ssd_demons_step_3d
- iterate_residual_displacement_field_ssd_2d
- iterate_residual_displacement_field_ssd_3d
- solve_2d_symmetric_positive_definite
- solve_3d_symmetric_positive_definite
AffineTransform2D
AffineTransform3D
RigidIsoScalingTransform2D
RigidIsoScalingTransform3D
RigidScalingTransform2D
RigidScalingTransform3D
RigidTransform2D
RigidTransform3D
RotationTransform2D
RotationTransform3D
ScalingTransform2D
ScalingTransform3D
Transform
TranslationTransform2D
TranslationTransform3D
- compose_vector_fields_2d
- compose_vector_fields_3d
- create_circle
- create_harmonic_fields_2d
- create_harmonic_fields_3d
- create_random_displacement_2d
- create_random_displacement_3d
- create_sphere
- downsample_displacement_field_2d
- downsample_displacement_field_3d
- downsample_scalar_field_2d
- downsample_scalar_field_3d
- gradient
- invert_vector_field_fixed_point_2d
- invert_vector_field_fixed_point_3d
- is_valid_affine
- reorient_vector_field_2d
- reorient_vector_field_3d
- resample_displacement_field_2d
- resample_displacement_field_3d
- simplify_warp_function_2d
- simplify_warp_function_3d
- sparse_gradient
- transform_2d_affine
- transform_2d_affine_nn
- transform_3d_affine
- transform_3d_affine_nn
- warp_2d
- warp_2d_nn
- warp_3d
- warp_3d_nn
- warp_coordinates_2d
- warp_coordinates_3d
- Module:
core
- Module:
core.geometry
- Module:
core.gradients
- Module:
core.graph
- Module:
core.histeq
- Module:
core.interpolation
- Module:
core.ndindex
- Module:
core.onetime
- Module:
core.optimize
- Module:
core.profile
- Module:
core.rng
- Module:
core.sphere
- Module:
core.sphere_stats
- Module:
core.subdivide_octahedron
- Module:
core.wavelet
- sphere2cart
- cart2sphere
- sph2latlon
- normalized_vector
- vector_norm
- rodrigues_axis_rotation
- nearest_pos_semi_def
- sphere_distance
- cart_distance
- vector_cosine
- lambert_equal_area_projection_polar
- lambert_equal_area_projection_cart
- euler_matrix
- compose_matrix
- decompose_matrix
- circumradius
- vec2vec_rotmat
- compose_transformations
- perpendicular_directions
- dist_to_corner
- is_hemispherical
GradientTable
- b0_threshold_empty_gradient_message
- b0_threshold_update_slicing_message
- mask_non_weighted_bvals
- gradient_table_from_bvals_bvecs
- gradient_table_from_qvals_bvecs
- gradient_table_from_gradient_strength_bvecs
- gradient_table
- reorient_bvecs
- generate_bvecs
- round_bvals
- unique_bvals_tolerance
- get_bval_indices
- unique_bvals_magnitude
- check_multi_b
- btens_to_params
- params_to_btens
- ornt_mapping
- reorient_vectors
- reorient_on_axis
- orientation_from_string
- orientation_to_string
Graph
- histeq
Interpolator
NearestNeighborInterpolator
OutsideImage
RBFInterpolator
Rbf
TriLinearInterpolator
- deprecate_with_version
- interp_rbf
- interpolate_scalar_2d
- interpolate_scalar_3d
- interpolate_scalar_nn_2d
- interpolate_scalar_nn_3d
- interpolate_vector_2d
- interpolate_vector_3d
- map_coordinates_trilinear_iso
- nearestneighbor_interpolate
- rbf_interpolation
- trilinear_interp
- trilinear_interpolate4d
- ndindex
ResetMixin
OneTimeProperty
- auto_attr
Optimizer
SKLearnLinearSolver
NonNegativeLeastSquares
PositiveDefiniteLeastSquares
- spdot
- sparse_nnls
Profiler
- WichmannHill2006
- WichmannHill1982
- LEcuyer
Sphere
HemiSphere
- faces_from_sphere_vertices
- unique_edges
- unique_sets
- disperse_charges
- fibonacci_sphere
- disperse_charges_alt
- euler_characteristic_check
- random_uniform_on_sphere
- eigenstats
- compare_orientation_sets
- angular_similarity
- create_unit_sphere
- create_unit_hemisphere
- cshift3D
- permutationinverse
- afb3D_A
- sfb3D_A
- sfb3D
- afb3D
- dwt3D
- idwt3D
- Module:
data
- Module:
data.fetcher
DataError
- loads_compat
- get_sim_voxels
- get_skeleton
- get_sphere
- get_3shell_gtab
- get_isbi2013_2shell_gtab
- get_gtab_taiwan_dsi
- dsi_voxels
- dsi_deconv_voxels
- mrtrix_spherical_functions
- get_cmap
- two_cingulum_bundles
- matlab_life_results
- load_sdp_constraints
- copyfileobj_withprogress
- check_md5
- fetch_data
- fetch_isbi2013_2shell
- fetch_stanford_labels
- fetch_sherbrooke_3shell
- fetch_stanford_hardi
- fetch_resdnn_tf_weights
- fetch_resdnn_torch_weights
- fetch_synb0_weights
- fetch_synb0_test
- fetch_deepn4_weights
- fetch_deepn4_test
- fetch_evac_tf_weights
- fetch_evac_torch_weights
- fetch_evac_test
- fetch_stanford_t1
- fetch_stanford_pve_maps
- fetch_stanford_tracks
- fetch_taiwan_ntu_dsi
- fetch_syn_data
- fetch_mni_template
- fetch_scil_b0
- fetch_bundles_2_subjects
- fetch_ivim
- fetch_cfin_multib
- fetch_file_formats
- fetch_bundle_atlas_hcp842
- fetch_30_bundle_atlas_hcp842
- fetch_target_tractogram_hcp
- fetch_bundle_fa_hcp
- fetch_qtdMRI_test_retest_2subjects
- fetch_gold_standard_io
- fetch_qte_lte_pte
- fetch_cti_rat1
- fetch_fury_surface
- fetch_DiB_70_lte_pte_ste
- fetch_DiB_217_lte_pte_ste
- fetch_ptt_minimal_dataset
- fetch_bundle_warp_dataset
- fetch_disco1_dataset
- fetch_disco2_dataset
- fetch_disco3_dataset
- fetch_disco_dataset
- get_fnames
- read_qtdMRI_test_retest_2subjects
- read_scil_b0
- read_siemens_scil_b0
- read_isbi2013_2shell
- read_sherbrooke_3shell
- read_stanford_labels
- read_stanford_hardi
- read_stanford_t1
- read_stanford_pve_maps
- read_taiwan_ntu_dsi
- read_syn_data
- fetch_tissue_data
- read_tissue_data
- read_mni_template
- fetch_cenir_multib
- read_cenir_multib
- read_bundles_2_subjects
- read_ivim
- read_cfin_dwi
- read_cfin_t1
- get_file_formats
- get_bundle_atlas_hcp842
- get_two_hcp842_bundles
- get_target_tractogram_hcp
- read_qte_lte_pte
- read_DiB_70_lte_pte_ste
- read_DiB_217_lte_pte_ste
- extract_example_tracts
- read_five_af_bundles
- to_bids_description
- fetch_hcp
- fetch_hbn
- Module:
denoise
- Module:
denoise.adaptive_soft_matching
- Module:
denoise.denspeed
- Module:
denoise.enhancement_kernel
- Module:
denoise.gibbs
- Module:
denoise.localpca
- Module:
denoise.nlmeans
- Module:
denoise.nlmeans_block
- Module:
denoise.noise_estimate
- Module:
denoise.non_local_means
- Module:
denoise.patch2self
- Module:
denoise.pca_noise_estimate
- Module:
denoise.shift_twist_convolution
- adaptive_soft_matching
- add_padding_reflection
- correspond_indices
- determine_num_threads
- nlmeans_3d
- remove_padding
EnhancementKernel
HemiSphere
Sphere
- ceil
- disperse_charges
- get_sphere
- gettempdir
- gibbs_removal
- dimensionality_problem_message
- create_patch_radius_arr
- compute_patch_size
- compute_num_samples
- compute_suggested_patch_radius
- genpca
- localpca
- mppca
- nlmeans
- firdn
- nlmeans_block
- upfir
- piesno
- estimate_sigma
- non_local_means
- vol_denoise
- patch2self
- pca_noise_estimate
- warn
- convolve
- convolve_sf
- deprecated_params
- determine_num_threads
- sf_to_sh
- sh_to_sf
- Module:
direction
- Module:
direction.bootstrap_direction_getter
- Module:
direction.closest_peak_direction_getter
- Module:
direction.peaks
- Module:
direction.pmf
- Module:
direction.probabilistic_direction_getter
- Module:
direction.ptt_direction_getter
- References
BootDirectionGetter
- peak_directions
BaseDirectionGetter
BasePmfDirectionGetter
ClosestPeakDirectionGetter
PmfGenDirectionGetter
- peak_directions
PeaksAndMetrics
- peak_directions_nl
- peak_directions
- peaks_from_model
- reshape_peaks_for_visualization
- peaks_from_positions
PmfGen
SHCoeffPmfGen
SimplePmfGen
DeterministicMaximumDirectionGetter
ProbabilisticDirectionGetter
- random
PTTDirectionGetter
- min_radius_curvature_from_angle
- Module:
io
- Module:
io.dpy
- Module:
io.gradients
- Module:
io.image
- Module:
io.peaks
- Module:
io.pickles
- Module:
io.stateful_tractogram
- Module:
io.streamline
- Module:
io.surface
- Module:
io.utils
- Module:
io.vtk
Dpy
- read_bvals_bvecs
- load_nifti_data
- load_nifti
- save_nifti
- save_qa_metric
- load_peaks
- load_pam
- save_peaks
- save_pam
- peaks_to_niftis
- pam_to_niftis
- niftis_to_pam
- tensor_to_pam
- save_pickle
- load_pickle
Space
Origin
StatefulTractogram
StatefulTractogram
StatefulTractogram.affine
StatefulTractogram.are_compatible()
StatefulTractogram.compute_bounding_box()
StatefulTractogram.data_per_point
StatefulTractogram.data_per_streamline
StatefulTractogram.dimensions
StatefulTractogram.dtype_dict
StatefulTractogram.from_sft()
StatefulTractogram.get_data_per_point_keys()
StatefulTractogram.get_data_per_streamline_keys()
StatefulTractogram.get_streamlines_copy()
StatefulTractogram.is_bbox_in_vox_valid()
StatefulTractogram.origin
StatefulTractogram.remove_invalid_streamlines()
StatefulTractogram.space
StatefulTractogram.space_attributes
StatefulTractogram.streamlines
StatefulTractogram.to_center()
StatefulTractogram.to_corner()
StatefulTractogram.to_origin()
StatefulTractogram.to_rasmm()
StatefulTractogram.to_space()
StatefulTractogram.to_vox()
StatefulTractogram.to_voxmm()
StatefulTractogram.voxel_order
StatefulTractogram.voxel_sizes
- save_tractogram
- load_tractogram
- load_generator
- save_generator
- load_trk
- load_tck
- load_trx
- load_vtk
- load_vtp
- load_fib
- load_dpy
- save_trk
- save_tck
- save_trx
- save_vtk
- save_vtp
- save_fib
- save_dpy
- load_pial
- load_gifti
- nifti1_symmat
- make5d
- decfa
- decfa_to_float
- is_reference_info_valid
- split_name_with_gz
- get_reference_info
- is_header_compatible
- create_tractogram_header
- create_nifti_header
- save_buan_profiles_hdf5
- read_img_arr_or_path
- load_polydata
- save_polydata
- save_vtk_streamlines
- load_vtk_streamlines
- Module:
nn
- Module:
nn.tf
- Module:
nn.tf.cnn_1d_denoising
- Module:
nn.tf.deepn4
- Module:
nn.tf.evac
- Module:
nn.tf.histo_resdnn
- Module:
nn.tf.model
- Module:
nn.tf.synb0
- Module:
nn.torch
- Module:
nn.torch.evac
- Module:
nn.torch.histo_resdnn
- Module:
nn.utils
Cnn1DDenoiser
EncoderBlock
DecoderBlock
DeepN4
- UNet3D
Block
ChannelSum
EVACPlus
- prepare_img
- init_model
HistoResDNN
SingleLayerPerceptron
MultipleLayerPercepton
EncoderBlock
DecoderBlock
Synb0
- UNet3D
MoveDimLayer
ChannelSum
Add
Block
Model
EVACPlus
- prepare_img
DenseModel
HistoResDNN
- normalize
- unnormalize
- transform_img
- recover_img
- pad_crop
- Module:
reconst
- Module:
reconst.base
- Module:
reconst.bingham
- Module:
reconst.cache
- Module:
reconst.cross_validation
- Module:
reconst.csdeconv
- Module:
reconst.cti
- Module:
reconst.dki
- Module:
reconst.dki_micro
- Module:
reconst.dsi
- Module:
reconst.dti
- Module:
reconst.eudx_direction_getter
- Module:
reconst.forecast
- Module:
reconst.fwdti
- Module:
reconst.gqi
- Module:
reconst.ivim
- Module:
reconst.mapmri
- Module:
reconst.mcsd
- Module:
reconst.msdki
- Module:
reconst.multi_voxel
- Module:
reconst.odf
- Module:
reconst.qtdmri
- Module:
reconst.qti
- Module:
reconst.quick_squash
- Module:
reconst.recspeed
- Module:
reconst.rumba
- Module:
reconst.sfm
- Module:
reconst.shm
- Module:
reconst.shore
- Module:
reconst.utils
- Module:
reconst.vec_val_sum
- Module:
reconst.weights_method
ReconstModel
ReconstFit
BinghamMetrics
BinghamMetrics
BinghamMetrics.amplitude_lobe()
BinghamMetrics.fd_lobe()
BinghamMetrics.fd_voxel()
BinghamMetrics.fs_lobe()
BinghamMetrics.fs_voxel()
BinghamMetrics.kappa1_lobe()
BinghamMetrics.kappa2_lobe()
BinghamMetrics.kappa_total_lobe()
BinghamMetrics.odf()
BinghamMetrics.odi1_lobe()
BinghamMetrics.odi1_voxel()
BinghamMetrics.odi2_lobe()
BinghamMetrics.odi2_voxel()
BinghamMetrics.odi_total_lobe()
BinghamMetrics.odi_total_voxel()
- bingham_to_sf
- bingham_fiber_density
- bingham_fiber_spread
- k2odi
- odi2k
- weighted_voxel_metric
- sf_to_bingham
- sh_to_bingham
Cache
- coeff_of_determination
- kfold_xval
AxSymShResponse
ConstrainedSphericalDeconvModel
ConstrainedSDTModel
- estimate_response
- forward_sdt_deconv_mat
- csdeconv
- odf_deconv
- odf_sh_to_sharp
- mask_for_response_ssst
- response_from_mask_ssst
- auto_response_ssst
- recursive_response
- fa_trace_to_lambdas
CorrelationTensorModel
CorrelationTensorFit
- from_qte_to_cti
- multi_gaussian_k_from_c
- split_cti_params
- cti_prediction
- params_to_cti_params
- ls_fit_cti
DiffusionKurtosisModel
DiffusionKurtosisFit
- carlson_rf
- carlson_rd
- directional_diffusion
- directional_diffusion_variance
- directional_kurtosis
- apparent_kurtosis_coef
- mean_kurtosis
- radial_kurtosis
- axial_kurtosis
- kurtosis_maximum
- mean_kurtosis_tensor
- radial_tensor_kurtosis
- kurtosis_fractional_anisotropy
- dki_prediction
- params_to_dki_params
- ls_fit_dki
- cls_fit_dki
- Wrotate
- Wrotate_element
- Wcons
- split_dki_param
KurtosisMicrostructureModel
KurtosisMicrostructuralFit
KurtosisMicrostructuralFit
KurtosisMicrostructuralFit.awf
KurtosisMicrostructuralFit.axonal_diffusivity
KurtosisMicrostructuralFit.hindered_ad
KurtosisMicrostructuralFit.hindered_evals
KurtosisMicrostructuralFit.hindered_rd
KurtosisMicrostructuralFit.predict()
KurtosisMicrostructuralFit.restricted_evals
KurtosisMicrostructuralFit.tortuosity
- axonal_water_fraction
- diffusion_components
- dkimicro_prediction
- tortuosity
DiffusionSpectrumModel
DiffusionSpectrumFit
DiffusionSpectrumDeconvModel
DiffusionSpectrumDeconvFit
- create_qspace
- create_qtable
- hanning_filter
- pdf_interp_coords
- pdf_odf
- half_to_full_qspace
- project_hemisph_bvecs
- threshold_propagator
- gen_PSF
- LR_deconv
TensorModel
TensorFit
TensorFit
TensorFit.S0_hat
TensorFit.ad()
TensorFit.adc()
TensorFit.color_fa()
TensorFit.directions
TensorFit.evals
TensorFit.evecs
TensorFit.fa()
TensorFit.ga()
TensorFit.linearity()
TensorFit.lower_triangular()
TensorFit.md()
TensorFit.mode()
TensorFit.odf()
TensorFit.planarity()
TensorFit.predict()
TensorFit.quadratic_form
TensorFit.rd()
TensorFit.shape
TensorFit.sphericity()
TensorFit.trace()
- fractional_anisotropy
- geodesic_anisotropy
- mean_diffusivity
- axial_diffusivity
- radial_diffusivity
- trace
- color_fa
- determinant
- isotropic
- deviatoric
- norm
- mode
- linearity
- planarity
- sphericity
- apparent_diffusion_coef
- tensor_prediction
- iter_fit_tensor
- wls_fit_tensor
- ols_fit_tensor
- nlls_fit_tensor
- restore_fit_tensor
- iterative_fit_tensor
- robust_fit_tensor_wls
- robust_fit_tensor_nlls
- from_lower_triangular
- lower_triangular
- decompose_tensor
- design_matrix
- quantize_evecs
- eig_from_lo_tri
EuDXDirectionGetter
ForecastModel
ForecastFit
- find_signal_means
- forecast_error_func
- psi_l
- forecast_matrix
- rho_matrix
- lb_forecast
FreeWaterTensorModel
FreeWaterTensorFit
- fwdti_prediction
- wls_iter
- wls_fit_tensor
- nls_iter
- nls_fit_tensor
- lower_triangular_to_cholesky
- cholesky_to_lower_triangular
GeneralizedQSamplingModel
GeneralizedQSamplingFit
- normalize_qa
- squared_radial_component
- npa
- equatorial_zone_vertices
- polar_zone_vertices
- upper_hemi_map
- equatorial_maximum
- patch_vertices
- patch_maximum
- odf_sum
- patch_sum
- triple_odf_maxima
IvimModelTRR
IvimModelVP
IvimFit
- ivim_prediction
- f_D_star_prediction
- f_D_star_error
- ivim_model_selector
MapmriModel
MapmriFit
MapmriFit
MapmriFit.fitted_signal()
MapmriFit.mapmri_R
MapmriFit.mapmri_coeff
MapmriFit.mapmri_mu
MapmriFit.msd()
MapmriFit.ng()
MapmriFit.ng_parallel()
MapmriFit.ng_perpendicular()
MapmriFit.norm_of_laplacian_signal()
MapmriFit.odf()
MapmriFit.odf_sh()
MapmriFit.pdf()
MapmriFit.predict()
MapmriFit.qiv()
MapmriFit.rtap()
MapmriFit.rtop()
MapmriFit.rtpp()
- isotropic_scale_factor
- mapmri_index_matrix
- b_mat
- b_mat_isotropic
- mapmri_phi_1d
- mapmri_phi_matrix
- mapmri_psi_1d
- mapmri_psi_matrix
- mapmri_odf_matrix
- mapmri_isotropic_phi_matrix
- mapmri_isotropic_radial_signal_basis
- mapmri_isotropic_M_mu_independent
- mapmri_isotropic_M_mu_dependent
- mapmri_isotropic_psi_matrix
- mapmri_isotropic_radial_pdf_basis
- mapmri_isotropic_K_mu_independent
- mapmri_isotropic_K_mu_dependent
- binomialfloat
- mapmri_isotropic_odf_matrix
- mapmri_isotropic_odf_sh_matrix
- mapmri_isotropic_laplacian_reg_matrix
- mapmri_isotropic_laplacian_reg_matrix_from_index_matrix
- mapmri_isotropic_index_matrix
- create_rspace
- delta
- map_laplace_u
- map_laplace_t
- map_laplace_s
- mapmri_STU_reg_matrices
- mapmri_laplacian_reg_matrix
- generalized_crossvalidation_array
- generalized_crossvalidation
- gcv_cost_function
MultiShellResponse
MultiShellDeconvModel
MSDeconvFit
QpFitter
- multi_tissue_basis
- solve_qp
- multi_shell_fiber_response
- mask_for_response_msmt
- response_from_mask_msmt
- auto_response_msmt
MeanDiffusionKurtosisModel
MeanDiffusionKurtosisFit
- mean_signal_bvalue
- msk_from_awf
- awf_from_msk
- msdki_prediction
- wls_fit_msdki
- design_matrix
MultiVoxelFit
CallableArray
- multi_voxel_fit
OdfModel
OdfFit
- gfa
- minmax_normalize
QtdmriModel
QtdmriFit
QtdmriFit
QtdmriFit.fitted_signal()
QtdmriFit.msd()
QtdmriFit.norm_of_laplacian_signal()
QtdmriFit.odf()
QtdmriFit.odf_sh()
QtdmriFit.pdf()
QtdmriFit.predict()
QtdmriFit.qiv()
QtdmriFit.qtdmri_to_mapmri_coef()
QtdmriFit.rtap()
QtdmriFit.rtop()
QtdmriFit.rtpp()
QtdmriFit.sparsity_abs()
QtdmriFit.sparsity_density()
- qtdmri_to_mapmri_matrix
- qtdmri_isotropic_to_mapmri_matrix
- qtdmri_temporal_normalization
- qtdmri_mapmri_normalization
- qtdmri_mapmri_isotropic_normalization
- qtdmri_signal_matrix
- qtdmri_eap_matrix
- qtdmri_isotropic_signal_matrix
- qtdmri_isotropic_eap_matrix
- radial_basis_opt
- angular_basis_opt
- radial_basis_EAP_opt
- angular_basis_EAP_opt
- temporal_basis
- qtdmri_index_matrix
- qtdmri_isotropic_index_matrix
- qtdmri_laplacian_reg_matrix
- qtdmri_isotropic_laplacian_reg_matrix
- part23_reg_matrix_q
- part23_iso_reg_matrix_q
- part4_reg_matrix_q
- part4_iso_reg_matrix_q
- part1_reg_matrix_tau
- part23_reg_matrix_tau
- part4_reg_matrix_tau
- H
- generalized_crossvalidation
- GCV_cost_function
- qtdmri_isotropic_scaling
- qtdmri_anisotropic_scaling
- design_matrix_spatial
- create_rt_space_grid
- qtdmri_number_of_coefficients
- l1_crossvalidation
- elastic_crossvalidation
- visualise_gradient_table_G_Delta_rainbow
QtiModel
QtiFit
- from_3x3_to_6x1
- from_6x1_to_3x3
- from_6x6_to_21x1
- from_21x1_to_6x6
- cvxpy_1x6_to_3x3
- cvxpy_1x21_to_6x6
- dtd_covariance
- qti_signal
- design_matrix
- quick_squash
- reduce
- adj_to_countarrs
- argmax_from_adj
- argmax_from_countarrs
- le_to_odf
- local_maxima
- proc_reco_args
- remove_similar_vertices
- search_descending
- sum_on_blocks_1d
RumbaSDModel
RumbaFit
- rumba_deconv
- mbessel_ratio
- generate_kernel
- rumba_deconv_global
IsotropicModel
IsotropicFit
ExponentialIsotropicModel
ExponentialIsotropicFit
SparseFascicleModel
SparseFascicleFit
- sfm_design_matrix
SphHarmModel
QballBaseModel
SphHarmFit
CsaOdfModel
OpdtModel
QballModel
ResidualBootstrapWrapper
- forward_sdeconv_mat
- sh_to_rh
- gen_dirac
- spherical_harmonics
- real_sph_harm
- real_sh_tournier_from_index
- real_sh_descoteaux_from_index
- real_sh_tournier
- real_sh_descoteaux
- real_sym_sh_mrtrix
- real_sym_sh_basis
- sph_harm_ind_list
- order_from_ncoef
- smooth_pinv
- lazy_index
- normalize_data
- hat
- lcr_matrix
- bootstrap_data_array
- bootstrap_data_voxel
- sf_to_sh
- sh_to_sf
- sh_to_sf_matrix
- calculate_max_order
- anisotropic_power
- convert_sh_to_full_basis
- convert_sh_from_legacy
- convert_sh_to_legacy
- convert_sh_descoteaux_tournier
ShoreModel
ShoreFit
- shore_matrix
- shore_matrix_pdf
- shore_matrix_odf
- l_shore
- n_shore
- create_rspace
- shore_indices
- shore_order
- dki_design_matrix
- cti_design_matrix
- convert_tensors
- vec_val_vect
- simple_cutoff
- two_eyes_cutoff
- weights_method_wls_m_est
- weights_method_nlls_m_est
- Module:
segment
- Module:
segment.bundles
- Module:
segment.clustering
- Module:
segment.clustering_algorithms
- Module:
segment.clusteringspeed
- Module:
segment.cythonutils
- Module:
segment.featurespeed
- Module:
segment.fss
- Module:
segment.mask
- Module:
segment.metric
- Module:
segment.metricspeed
- Module:
segment.mrf
- Module:
segment.threshold
- Module:
segment.tissue
- Module:
segment.utils
RecoBundles
- check_range
- bundle_adjacency
- ba_analysis
- cluster_bundle
- bundle_shape_similarity
Identity
Cluster
ClusterCentroid
ClusterMap
ClusterMapCentroid
Clustering
QuickBundles
QuickBundlesX
TreeCluster
TreeClusterMap
- qbx_and_merge
ClusterCentroid
ClusterMapCentroid
DTYPE
- clusters_centroid2clustermap_centroid
- peek
- quickbundles
- quickbundlesx
ClusterCentroid
ClusterMapCentroid
Clusters
ClustersCentroid
DTYPE
QuickBundles
QuickBundlesX
TreeCluster
TreeClusterMap
- evaluate_aabb_checks
ArcLengthFeature
CenterOfMassFeature
CythonFeature
Feature
IdentityFeature
MidpointFeature
ResampleFeature
VectorOfEndpointsFeature
- extract
- infer_shape
FastStreamlineSearch
- nearest_from_matrix_row
- nearest_from_matrix_col
- multi_median
- applymask
- bounding_box
- crop
- median_otsu
- segment_from_cfa
- clean_cc_mask
- mdf
- mean_manhattan_distance
- mean_euclidean_distance
AveragePointwiseEuclideanMetric
CosineMetric
CythonMetric
Metric
MinimumAverageDirectFlipMetric
SumPointwiseEuclideanMetric
- dist
- distance_matrix
ConstantObservationModel
IteratedConditionalModes
- otsu
- upper_bound_by_rate
- upper_bound_by_percent
TissueClassifierHMRF
- compute_directional_average
- dam_classifier
- remove_holes_and_islands
- Module:
sims
- Module:
sims.phantom
- Module:
sims.voxel
- add_noise
- diff2eigenvectors
- orbital_phantom
- add_noise
- sticks_and_ball
- callaghan_perpendicular
- gaussian_parallel
- cylinders_and_ball_soderman
- single_tensor
- multi_tensor
- multi_tensor_dki
- kurtosis_element
- dki_signal
- single_tensor_odf
- all_tensor_evecs
- multi_tensor_odf
- single_tensor_rtop
- multi_tensor_rtop
- single_tensor_pdf
- multi_tensor_pdf
- single_tensor_msd
- multi_tensor_msd
- Module:
stats
tracking
- Module:
tracking._utils
- Module:
tracking.direction_getter
- Module:
tracking.distances
- Module:
tracking.fbcmeasures
- Module:
tracking.learning
- Module:
tracking.life
- Module:
tracking.local_tracking
- Module:
tracking.localtrack
- Module:
tracking.mesh
- Module:
tracking.metrics
- Module:
tracking.propspeed
- Module:
tracking.stopping_criterion
- Module:
tracking.streamline
- Module:
tracking.streamlinespeed
- Module:
tracking.utils
- Module:
tracking.vox2track
DirectionGetter
- add_3vecs
- approx_polygon_track
- approximate_mdl_trajectory
- bundles_distances_mam
- bundles_distances_mdf
- cut_plane
- inner_3vecs
- intersect_segment_cylinder
- larch_3merge
- larch_3split
- lee_angle_distance
- lee_perpendicular_distance
- local_skeleton_clustering
- local_skeleton_clustering_3pts
- mam_distances
- minimum_closest_distance
- most_similar_track_mam
- mul_3vec
- mul_3vecs
- norm_3vec
- normalized_3vec
- point_segment_sq_distance
- point_track_sq_distance_check
- sub_3vecs
- track_dist_3pts
- track_roi_intersection_check
- warn
FBCMeasures
KDTree
interp1d
- compute_rfbc
- determine_num_threads
- min_moving_average
- detect_corresponding_tracks
- detect_corresponding_tracks_plus
LifeSignalMaker
FiberModel
FiberFit
- gradient
- streamline_gradients
- grad_tensor
- streamline_tensors
- streamline_signal
- voxel2streamline
LocalTracking
ParticleFilteringTracking
- local_tracker
- pft_tracker
- random
- random_coordinates_from_surface
- seeds_from_surface_coordinates
- triangles_area
- vertices_to_triangles_values
- winding
- length
- bytes
- midpoint
- center_of_mass
- magn
- frenet_serret
- mean_curvature
- mean_orientation
- generate_combinations
- longest_track_bundle
- intersect_sphere
- inside_sphere
- inside_sphere_points
- spline
- startpoint
- endpoint
- arbitrarypoint
- principal_components
- midpoint2point
- eudx_both_directions
- ndarray_offset
ActStoppingCriterion
AnatomicalStoppingCriterion
BinaryStoppingCriterion
CmcStoppingCriterion
StoppingCriterion
StreamlineStatus
ThresholdStoppingCriterion
- unlist_streamlines
- relist_streamlines
- center_streamlines
- deform_streamlines
- transform_streamlines
- select_random_set_of_streamlines
- select_by_rois
- cluster_confidence
- orient_by_rois
- orient_by_streamline
- values_from_volume
- nbytes
Streamlines
- as_native_array
- compress_streamlines
- length
- set_number_of_points
- density_map
- connectivity_matrix
- ndbincount
- reduce_labels
- subsegment
- seeds_from_mask
- random_seeds_from_mask
- target
- target_line_based
- streamline_near_roi
- near_roi
- length
- unique_rows
- transform_tracking_output
- reduce_rois
- path_length
- max_angle_from_curvature
- min_radius_curvature_from_angle
- seeds_directions_pairs
- streamline_mapping
- track_counts
- Module:
viz
- Module:
viz.gmem
- Module:
viz.horizon
- Module:
viz.horizon.app
- Module:
viz.horizon.tab
- Module:
viz.horizon.tab.base
- Module:
viz.horizon.tab.cluster
- Module:
viz.horizon.tab.peak
- Module:
viz.horizon.tab.roi
- Module:
viz.horizon.tab.slice
- Module:
viz.horizon.tab.surface
- Module:
viz.horizon.util
- Module:
viz.horizon.visualizer
- Module:
viz.horizon.visualizer.cluster
- Module:
viz.horizon.visualizer.peak
- Module:
viz.horizon.visualizer.slice
- Module:
viz.horizon.visualizer.surface
- Module:
viz.panel
- Module:
viz.plotting
- Module:
viz.projections
- Module:
viz.regtools
- Module:
viz.streamline
GlobalHorizon
Horizon
- horizon
HorizonUIElement
HorizonTab
TabManager
- build_label
- build_slider
- build_checkbox
- build_radio_button
- build_switcher
ClustersTab
PeaksTab
ROIsTab
SlicesTab
SurfaceTab
- check_img_shapes
- check_img_dtype
- show_ellipsis
- unpack_image
- unpack_surface
- check_peak_size
ClustersVisualizer
PeakActor
PeaksVisualizer
- peak
SlicesVisualizer
SurfaceVisualizer
- build_label
- slicer_panel
- compare_maps
- compare_qti_maps
- bundle_shape_profile
- image_mosaic
- sph_project
- simple_plot
- overlay_images
- draw_lattice_2d
- plot_2d_diffeomorphic_map
- plot_slices
- overlay_slices
- show_bundles
- viz_two_bundles
- viz_vector_field
- viz_displacement_mag
- Module:
workflows
- Module:
workflows.align
- Module:
workflows.base
- Module:
workflows.cli
- Module:
workflows.combined_workflow
- Module:
workflows.denoise
- Module:
workflows.docstring_parser
- Module:
workflows.flow_runner
- Module:
workflows.io
- Module:
workflows.mask
- Module:
workflows.multi_io
- Module:
workflows.nn
- Module:
workflows.reconst
- Module:
workflows.segment
- Module:
workflows.stats
- Module:
workflows.tracking
- Module:
workflows.utils
- Module:
workflows.viz
- Module:
workflows.workflow
ResliceFlow
SlrWithQbxFlow
ImageRegistrationFlow
ApplyTransformFlow
SynRegistrationFlow
MotionCorrectionFlow
BundleWarpFlow
- check_dimensions
IntrospectiveArgumentParser
IntrospectiveArgumentParser
IntrospectiveArgumentParser.add_description()
IntrospectiveArgumentParser.add_epilogue()
IntrospectiveArgumentParser.add_sub_flow_args()
IntrospectiveArgumentParser.add_workflow()
IntrospectiveArgumentParser.get_flow_args()
IntrospectiveArgumentParser.optional_parameters
IntrospectiveArgumentParser.output_parameters
IntrospectiveArgumentParser.positional_parameters
IntrospectiveArgumentParser.show_argument()
IntrospectiveArgumentParser.update_argument()
- get_args_default
- none_or_dtype
- run
CombinedWorkflow
Patch2SelfFlow
NLMeansFlow
LPCAFlow
MPPCAFlow
GibbsRingingFlow
Reader
NumpyDocString
- dedent_lines
- get_level
- run_flow
IoInfoFlow
FetchFlow
SplitFlow
ConcatenateTractogramFlow
ConvertSHFlow
ConvertTensorsFlow
ConvertTractogramFlow
NiftisToPamFlow
TensorToPamFlow
PamToNiftisFlow
MaskFlow
IOIterator
- common_start
- slash_to_under
- connect_output_paths
- concatenate_inputs
- basename_without_extension
- io_iterator
EVACPlusFlow
ReconstMAPMRIFlow
ReconstDtiFlow
ReconstDsiFlow
ReconstCSDFlow
ReconstCSAFlow
ReconstDkiFlow
ReconstIvimFlow
ReconstRUMBAFlow
MedianOtsuFlow
RecoBundlesFlow
LabelsBundlesFlow
SNRinCCFlow
BundleAnalysisTractometryFlow
LinearMixedModelsFlow
BundleShapeAnalysis
- buan_bundle_profiles
LocalFiberTrackingPAMFlow
PFTrackingPAMFlow
- handle_vol_idx
HorizonFlow
Workflow
- Module: