flow-pacmap 0.1.1

PaCMAP dimensionality reduction (Wang et al. 2021) for large-n flow cytometry — faer PCA, optional HNSW and k-d tree KNN
Documentation
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[package]
edition = "2024"
name = "flow-pacmap"
version = "0.1.1"
authors = ["James Moynihan"]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "PaCMAP dimensionality reduction (Wang et al. 2021) for large-n flow cytometry — faer PCA, optional HNSW and k-d tree KNN"
readme = "README.md"
keywords = [
    "pacmap",
    "dim-reduction",
    "embedding",
    "flow-cytometry",
]
categories = [
    "science",
    "algorithms",
    "mathematics",
]
license = "MIT"
repository = "https://github.com/jrmoynihan/flow/flow-pacmap"

[package.metadata.scripts]
dry-release = "cargo smart-release flow-pacmap --update-crates-index"
publish = "cargo smart-release flow-pacmap --update-crates-index --execute"
changelog = "cargo changelog flow-pacmap --write"

[features]
default = [
    "hnsw",
    "kdtree",
]
hnsw = ["dep:usearch"]
kdtree = ["dep:kiddo"]

[lib]
name = "flow_pacmap"
path = "src/lib.rs"

[dependencies.faer]
version = "0.24"
features = ["rayon"]

[dependencies.kiddo]
version = "5"
optional = true

[dependencies.rand]
version = "0.10.0"

[dependencies.rayon]
version = "1.11"

[dependencies.thiserror]
version = "2.0.18"

[dependencies.usearch]
version = "2.25"
features = ["simsimd"]
optional = true
default-features = false

[dev-dependencies.approx]
version = "0.5.1"