kategorize 0.3.0

K-modes and K-prototypes clustering algorithms for categorical and mixed data
Documentation
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[package]
edition = "2021"
name = "kategorize"
version = "0.3.0"
authors = ["Ethan Wu <ethqnol@gmail.com>"]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "K-modes and K-prototypes clustering algorithms for categorical and mixed data"
readme = "README.md"
keywords = [
    "clustering",
    "machine-learning",
    "categorical-data",
    "k-modes",
    "k-prototypes",
]
categories = [
    "algorithms",
    "science",
]
license = "MIT"
repository = "https://github.com/ethqnol/kategorize"

[package.metadata.docs.rs]
all-features = true
rustdoc-args = [
    "--cfg",
    "docsrs",
]

[features]
approx = ["dep:approx"]
default = ["serde"]
serde = [
    "dep:serde",
    "ndarray/serde",
]

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

[[example]]
name = "advanced_usage"
path = "examples/advanced_usage.rs"

[[example]]
name = "basic_kmodes"
path = "examples/basic_kmodes.rs"

[[example]]
name = "jaccard_distance"
path = "examples/jaccard_distance.rs"

[[example]]
name = "kprototypes_mixed_data"
path = "examples/kprototypes_mixed_data.rs"

[[test]]
name = "debug_test"
path = "tests/debug_test.rs"

[[test]]
name = "integration_tests"
path = "tests/integration_tests.rs"

[[bench]]
name = "kmodes_bench"
path = "benches/kmodes_bench.rs"
harness = false

[[bench]]
name = "kprototypes_bench"
path = "benches/kprototypes_bench.rs"
harness = false

[dependencies.approx]
version = "0.5"
optional = true

[dependencies.ndarray]
version = "0.15"

[dependencies.rand]
version = "0.8"

[dependencies.rayon]
version = "1.8"

[dependencies.serde]
version = "1.0"
features = ["derive"]
optional = true

[dependencies.thiserror]
version = "1.0"

[dev-dependencies.approx]
version = "0.5"

[dev-dependencies.criterion]
version = "0.5"
features = ["html_reports"]

[dev-dependencies.proptest]
version = "1.4"