brainlit
Brainlit
Motivation
Installation
Environment
Install from pypi
Install from source
Common Installation Issues
How to use Brainlit
Data setup
Create a session
Features
Registration
Core
Push and Pull Data
Visualize
Manually Segment
Automatically and Semi-automatically Segment
Tests
Contributing
Credits
Tutorial
Utils
Uploading Brain Images from data in the Octree format.
Downloading Brain data tutorial
Download benchmarking data from S3 with Neuroglancer
Download raw benchmarking data
Upload benchmarking data to S3 with Neuroglancer
Pipelines
BrainLine: Whole-Brain Fluorescence Volume Analysis Pipeline
Semi-automatic Annotation Pipeline
Segmentation
Algorithms
Adaptive Thresholding
Connecting Fragments
Trace Analysis
Soma Detection
Preprocessing
Connected Component Manipulation
Gabor Filters
Vizualization
Loading neurons from s3
Visualization of Neighborhoods Tutorial
Reference
Algorithms
Fragment Generation
Connect Fragments
Trace Analysis
Soma Detection
Mapping Neurons
Fragment Generation
BrainLine
Data Helper Functions
Apply Ilastik and Validate Models
Results Analysis
Feature Extraction
NeighborhoodFeatures
Preprocessing
Image Processing
Image Filters
Segmentation Processing
Utility
Data Helper Methods
S3 Helper Methods
Visualization
Trace Visualization
Napari Plugin
ViterBrain Napari Plugin Installation
How to Use the ViterBrain Napari Plugin
License
Publication Related Code
Fitting Splines to Axonal Arbors Quantifies Relationship between Branch Order and Geometry
Publication
Relevant directory
How to reproduce this experiment
Hidden Markov Modeling for Maximum Likelihood Neuron Reconstruction
Manuscript
Relevant directory
How to use ViterBrain
Preserving Derivative Information while Transforming Neuronal Curves
Manuscript
Neuron Mapping
Poster
Relevant directory
Nyquist Sampling Rate for Projection Neuron Reconstruction
BrainLine: An Open Pipeline for Connectivity Analysis of Heterogeneous Whole-Brain Fluorescence Volumes
Publication
BrainLine: Whole-Brain Fluorescence Volume Analysis Pipeline
Useful Links
Brainlit @ GitHub
Issue Tracker
brainlit
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Index
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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I
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J
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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
A
apply_affine() (brainlit.map_neurons.CloudReg_Transform method)
apply_ilastik_parallel() (brainlit.BrainLine.ApplyIlastik_LargeImage method)
ApplyIlastik (class in brainlit.BrainLine)
ApplyIlastik_LargeImage (class in brainlit.BrainLine)
args (brainlit.utils.NeuronTrace attribute)
atlas_points (brainlit.BrainLine.SomaDistribution attribute)
axis (brainlit.algorithms.trace_analysis.CubicHermiteChain attribute)
AxonDistribution (class in brainlit.BrainLine)
B
brain2paths (brainlit.BrainLine.AxonDistribution attribute)
(brainlit.BrainLine.SomaDistribution attribute)
brainrender_axons() (brainlit.BrainLine.AxonDistribution method)
brainrender_somas() (brainlit.BrainLine.SomaDistribution method)
brains (brainlit.BrainLine.ApplyIlastik attribute)
brains_path (brainlit.BrainLine.ApplyIlastik attribute)
Bresenham3D() (in module brainlit.viz)
C
center() (in module brainlit.preprocessing)
chunk_size (brainlit.utils.NeuroglancerSession attribute)
CloudReg_Transform (class in brainlit.map_neurons)
collect_axon_results() (brainlit.BrainLine.ApplyIlastik_LargeImage method)
collect_soma_results() (brainlit.BrainLine.ApplyIlastik_LargeImage method)
compute_all_costs_dist() (brainlit.algorithms.connect_fragments.ViterBrain method)
compute_all_costs_int() (brainlit.algorithms.connect_fragments.ViterBrain method)
compute_bfs() (brainlit.algorithms.generate_fragments.state_generation method)
compute_edge_weights() (brainlit.algorithms.generate_fragments.state_generation method)
compute_frags() (brainlit.algorithms.generate_fragments.state_generation method)
(in module brainlit.preprocessing)
compute_image_tiered() (brainlit.algorithms.generate_fragments.state_generation method)
compute_parameterization() (in module brainlit.algorithms.trace_analysis)
compute_soma_lbls() (brainlit.algorithms.generate_fragments.state_generation method)
compute_states() (brainlit.algorithms.generate_fragments.state_generation method)
contrast_normalize() (in module brainlit.preprocessing)
conversion_time (brainlit.feature_extraction.NeighborhoodFeatures attribute)
create_tubes() (brainlit.utils.NeuroglancerSession method)
CubicHermiteChain (class in brainlit.algorithms.trace_analysis)
curvature() (in module brainlit.algorithms.trace_analysis)
cv (brainlit.utils.NeuroglancerSession attribute)
cv_annotations (brainlit.utils.NeuroglancerSession attribute)
cv_segments (brainlit.utils.NeuroglancerSession attribute)
czi_to_zarr() (in module brainlit.utils)
D
D() (brainlit.map_neurons.CloudReg_Transform method)
(brainlit.map_neurons.Diffeomorphism_Transform method)
(brainlit.map_neurons.DiffeomorphismAction method)
df (brainlit.utils.NeuronTrace attribute)
diffeo_gen_ara() (in module brainlit.map_neurons)
Diffeomorphism_Transform (class in brainlit.map_neurons)
DiffeomorphismAction (class in brainlit.map_neurons)
download_subvolumes() (in module brainlit.BrainLine)
download_time (brainlit.feature_extraction.NeighborhoodFeatures attribute)
E
evaluate() (brainlit.map_neurons.CloudReg_Transform method)
(brainlit.map_neurons.Diffeomorphism_Transform method)
(brainlit.map_neurons.DiffeomorphismAction method)
examine_threshold() (in module brainlit.BrainLine)
F
fg_channel (brainlit.algorithms.generate_fragments.state_generation attribute)
find_somas() (in module brainlit.algorithms.detect_somas)
fit_spline_tree_invariant() (brainlit.algorithms.trace_analysis.GeometricGraph method)
frag_soma_dist() (brainlit.algorithms.connect_fragments.ViterBrain method)
fragment_path (brainlit.algorithms.generate_fragments.state_generation attribute)
G
gabor_filter() (in module brainlit.preprocessing)
generate_df_subset() (brainlit.utils.NeuronTrace method)
GeometricGraph (class in brainlit.algorithms.trace_analysis)
get_bfs_subgraph() (brainlit.utils.NeuronTrace method)
get_data_ranges() (in module brainlit.utils)
get_df() (brainlit.utils.NeuronTrace method)
get_df_arguments() (brainlit.utils.NeuronTrace method)
get_df_voxel() (brainlit.utils.NeuronTrace method)
get_graph() (brainlit.utils.NeuronTrace method)
get_paths() (brainlit.utils.NeuronTrace method)
get_segments() (brainlit.utils.NeuroglancerSession method)
get_skel() (brainlit.utils.NeuronTrace method)
get_sub_neuron() (brainlit.utils.NeuronTrace method)
get_sub_neuron_paths() (brainlit.utils.NeuronTrace method)
getLargestCC() (in module brainlit.preprocessing)
I
id_to_regioncounts (brainlit.BrainLine.SomaDistribution attribute)
ilastik_program_path (brainlit.algorithms.generate_fragments.state_generation attribute)
ilastik_project (brainlit.BrainLine.ApplyIlastik_LargeImage attribute)
ilastik_project_path (brainlit.algorithms.generate_fragments.state_generation attribute)
ilastk_path (brainlit.BrainLine.ApplyIlastik attribute)
(brainlit.BrainLine.ApplyIlastik_LargeImage attribute)
image_chunks (brainlit.algorithms.generate_fragments.state_generation attribute)
image_path (brainlit.algorithms.generate_fragments.state_generation attribute)
image_shape (brainlit.algorithms.generate_fragments.state_generation attribute)
imagize_vector() (in module brainlit.preprocessing)
input_type (brainlit.utils.NeuronTrace attribute)
J
Jacobian() (brainlit.map_neurons.CloudReg_Transform method)
(brainlit.map_neurons.Diffeomorphism_Transform method)
json_to_points() (in module brainlit.BrainLine)
L
label_points() (in module brainlit.preprocessing)
M
mip (brainlit.utils.NeuroglancerSession attribute)
(brainlit.utils.NeuronTrace attribute)
move_results() (brainlit.BrainLine.ApplyIlastik method)
N
napari_coronal_section() (brainlit.BrainLine.AxonDistribution method)
(brainlit.BrainLine.SomaDistribution method)
ncpu (brainlit.BrainLine.ApplyIlastik_LargeImage attribute)
NeighborhoodFeatures (class in brainlit.feature_extraction)
NeuroglancerSession (class in brainlit.utils)
NeuronTrace (class in brainlit.utils)
new_layers_dir (brainlit.algorithms.generate_fragments.state_generation attribute)
O
object_type (brainlit.BrainLine.ApplyIlastik_LargeImage attribute)
offset (brainlit.feature_extraction.NeighborhoodFeatures attribute)
P
parallel (brainlit.algorithms.generate_fragments.state_generation attribute)
path (brainlit.utils.NeuronTrace attribute)
plot_results() (in module brainlit.BrainLine)
predict() (brainlit.algorithms.generate_fragments.state_generation method)
prob_path (brainlit.algorithms.generate_fragments.state_generation attribute)
process_subvols() (brainlit.BrainLine.ApplyIlastik method)
project_path (brainlit.BrainLine.ApplyIlastik attribute)
pull_bounds_img() (brainlit.utils.NeuroglancerSession method)
pull_bounds_seg() (brainlit.utils.NeuroglancerSession method)
pull_chunk() (brainlit.utils.NeuroglancerSession method)
pull_vertex_list() (brainlit.utils.NeuroglancerSession method)
pull_voxel() (brainlit.utils.NeuroglancerSession method)
push() (brainlit.utils.NeuroglancerSession method)
R
region_barchart() (brainlit.BrainLine.AxonDistribution method)
(brainlit.BrainLine.SomaDistribution method)
region_graph (brainlit.BrainLine.AxonDistribution attribute)
(brainlit.BrainLine.SomaDistribution attribute)
regional_distribution_dir (brainlit.BrainLine.AxonDistribution attribute)
remove_somas() (in module brainlit.preprocessing)
removed_duplicates (brainlit.algorithms.trace_analysis.GeometricGraph attribute)
removeSmallCCs() (in module brainlit.preprocessing)
rename_states_consecutively() (in module brainlit.preprocessing)
resolution (brainlit.algorithms.generate_fragments.state_generation attribute)
results_dir (brainlit.BrainLine.ApplyIlastik_LargeImage attribute)
root (brainlit.algorithms.trace_analysis.GeometricGraph attribute)
S
scales (brainlit.utils.NeuroglancerSession attribute)
seg_id (brainlit.utils.NeuronTrace attribute)
segment_url (brainlit.feature_extraction.NeighborhoodFeatures attribute)
set_url_segments() (brainlit.utils.NeuroglancerSession method)
shortest_path() (brainlit.algorithms.connect_fragments.ViterBrain method)
show_plots (brainlit.BrainLine.AxonDistribution attribute)
(brainlit.BrainLine.SomaDistribution attribute)
size (brainlit.feature_extraction.NeighborhoodFeatures attribute)
skeletonize() (in module brainlit.viz)
soma_coords (brainlit.algorithms.generate_fragments.state_generation attribute)
SomaDistribution (class in brainlit.BrainLine)
speed() (in module brainlit.algorithms.trace_analysis)
spline_tree (brainlit.algorithms.trace_analysis.GeometricGraph attribute)
spline_type (brainlit.algorithms.trace_analysis.GeometricGraph attribute)
ssd() (brainlit.utils.NeuronTrace static method)
state_generation (class in brainlit.algorithms.generate_fragments)
states_path (brainlit.algorithms.generate_fragments.state_generation attribute)
T
tiered_path (brainlit.algorithms.generate_fragments.state_generation attribute)
torsion() (in module brainlit.algorithms.trace_analysis)
total_axon_vols (brainlit.BrainLine.AxonDistribution attribute)
U
undo_pad() (in module brainlit.preprocessing)
url (brainlit.feature_extraction.NeighborhoodFeatures attribute)
(brainlit.utils.NeuroglancerSession attribute)
url_segments (brainlit.utils.NeuroglancerSession attribute)
V
vectorize_img() (in module brainlit.preprocessing)
ViterBrain (class in brainlit.algorithms.connect_fragments)
W
whiten() (in module brainlit.preprocessing)
window_pad() (in module brainlit.preprocessing)
write_time (brainlit.feature_extraction.NeighborhoodFeatures attribute)
Z
zarr_to_omezarr() (in module brainlit.utils)