Crate rustpix_algorithms 

rustpix-algorithms: Clustering algorithms for hit detection.

This crate provides various clustering algorithms:

• ABS (Age-Based Spatial) - O(n) average, bucket-based primary
• DBSCAN - Density-based with noise handling
• Graph - Union-Find connected components
• Grid - Detector geometry optimized

Re-exports

pub use spatial::SpatialGrid;

Modules

spatial

Spatial indexing for efficient neighbor lookup.

Structs

AbsClustering

ABS clustering implementation.

AbsConfig

Configuration for ABS (Age-Based Spatial) clustering.

AbsState

Reusable ABS clustering state for streaming or repeated runs.

AlgorithmParams

Algorithm-specific tuning parameters.

ClusterAndExtractStream

Iterator that clusters and extracts each incoming batch.

ClusteringConfig

Configuration for clustering algorithms.

ClusteringStatistics

Statistics from a clustering operation.

DbscanClustering

DBSCAN clustering implementation.

DbscanConfig

Configuration for DBSCAN clustering.

DbscanState

Reusable DBSCAN clustering state buffers.

GridClustering

SoA-optimized grid clustering implementation.

GridConfig

Configuration for grid-based clustering.

GridState

Reusable grid clustering state.

Enums

ClusteringAlgorithm

Supported clustering algorithms.

Functions

cluster_and_extract

Cluster hits in-place, then extract neutrons using the configured algorithm.

cluster_and_extract_batch

Cluster hits in-place, then extract neutrons into a NeutronBatch.

cluster_and_extract_stream

Cluster hits in batches, then extract and append neutrons into a single batch.

cluster_and_extract_stream_iter

Create a streaming cluster-and-extract iterator.