Contents:
Introduction
Installation
Recommended: Container Workflow
Local pip Installation
Core Package
Optional Python Extras
Machine Learning Models
Visualization Tools
Development Tools
All Dependencies
Python And Dependency Requirements
Development From Source
Quick Start
Run SPINE In The Container
Run SPINE From Python
Run JupyterLab Or Classic Notebook
When To Use Local Python Installs
Next Steps
Advanced YAML Config Loader
Features
1. Top-Level File Includes
2. Inline File Includes
3. Dot-Notation Override
4. Removing Keys
Complete Example
Usage in Python
Command-Line Overrides
Benefits
Notes
API Reference
SPINE Core
Core Entry Points
spine.driver
spine.main
Configuration Module
Main Entry Point
Core Interfaces
spine.config.load.load_config
spine.config.load.load_config_file
spine.config.download.download_from_url
spine.config.download.get_cache_dir
spine.config.errors.ConfigError
spine.config.errors.ConfigIncludeError
spine.config.errors.ConfigCycleError
spine.config.errors.ConfigPathError
spine.config.errors.ConfigTypeError
spine.config.errors.ConfigOperationError
spine.config.errors.ConfigValidationError
Constants Module
Guiding principle
Submodules
spine.constants.columns
spine.constants.enums
spine.constants.factory
spine.constants.labels
spine.constants.physics
spine.constants.sentinels
Data Module
Overview
LArCV Data Structures
spine.data.larcv.Particle
spine.data.larcv.Neutrino
spine.data.larcv.CRTHit
spine.data.larcv.Flash
spine.data.larcv.Trigger
spine.data.larcv.Meta
spine.data.larcv.RunInfo
Output Data Structures
Fragment Objects
Particle Objects
Interaction Objects
Batch Data Structures
spine.data.batch.TensorBatch
spine.data.batch.EdgeIndexBatch
spine.data.batch.IndexBatch
Other Data Structures
spine.data.ObjectList
Construct Module
Overview
Reference
spine.construct.BuildManager
spine.construct.fragment.FragmentBuilder
spine.construct.particle.ParticleBuilder
spine.construct.interaction.InteractionBuilder
Geometry Module
Core Interfaces
spine.geo.base.Geometry
spine.geo.manager.GeoManager
Input/Output Module
Overview
File Readers
spine.io.read.HDF5Reader
spine.io.read.LArCVReader
spine.io.read.StageHDF5Reader
File Writers
spine.io.write.HDF5Writer
spine.io.write.CSVWriter
spine.io.write.StageHDF5Writer
Datasets
spine.io.dataset.LArCVDataset
spine.io.dataset.HDF5Dataset
spine.io.dataset.MixedDataset
Parsers
spine.io.parse.base
spine.io.parse.data
spine.io.parse.clean_data
spine.io.parse.hdf5.tensor
spine.io.parse.hdf5.index
spine.io.parse.hdf5.object
spine.io.parse.larcv.misc
spine.io.parse.larcv.sparse
spine.io.parse.larcv.cluster
spine.io.parse.larcv.particle
Data Pipeline Utilities
spine.io.collate
spine.io.sample
spine.io.augment
spine.io.overlay
spine.io.factories
Analysis Module
Module Index
spine.ana.base
spine.ana.manager
spine.ana.template
spine.ana.factories
spine.ana.calib
spine.ana.diag
spine.ana.metric
Math Module
Core Modules
spine.math.base
spine.math.cluster
spine.math.decomposition
spine.math.distance
spine.math.graph
spine.math.linalg
spine.math.metrics
spine.math.neighbors
Model Module
Module Index
spine.model.manager
spine.model.factories
spine.model.uresnet
spine.model.uresnet_ppn
spine.model.spice
spine.model.full_chain
spine.model.image
spine.model.singlep
spine.model.vertex
spine.model.grappa
spine.model.graph_spice
spine.model.bayes_uresnet
spine.model.layer
Post-processing Module
Example configuration
Module Index
spine.post.base
spine.post.manager
spine.post.factories
spine.post.template
spine.post.crt
spine.post.optical
spine.post.reco
spine.post.trigger
spine.post.truth
Utilities
Core Utilities
spine.utils.conditional
spine.utils.docstring
spine.utils.factory
spine.utils.globals
spine.utils.logger
spine.utils.stopwatch
Physics And Reconstruction Utilities
spine.utils.energy_loss
spine.utils.match
spine.utils.metrics
spine.utils.optical
spine.utils.particles
spine.utils.pid
spine.utils.ppn
spine.utils.tracking
spine.utils.vertex
spine.utils.weighting
Numerical And Graph Utilities
spine.utils.cluster
spine.utils.gnn
spine.utils.inference
spine.utils.jit
spine.utils.torch
Visualization Module
Module Index
spine.vis.layout
spine.vis.out
spine.vis.point
spine.vis.arrow
spine.vis.box
spine.vis.cone
spine.vis.cylinder
spine.vis.ellipsoid
spine.vis.hull
spine.vis.cluster
spine.vis.particle
spine.vis.network
spine.vis.lite
spine.vis.train
spine.vis.geo
spine.vis.metric
SPINE
API Reference
Visualization Module
spine.vis.train
View page source
spine.vis.train
Training-history visualization helpers.