sklears-preprocessing 0.1.0

Data preprocessing for sklears: scaling, encoding, imputation, transformations
Documentation
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[package]
edition = "2021"
rust-version = "1.70"
name = "sklears-preprocessing"
version = "0.1.0"
authors = ["COOLJAPAN OU (Team KitaSan)"]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Data preprocessing for sklears: scaling, encoding, imputation, transformations"
homepage = "https://github.com/cool-japan/sklears"
readme = "README.md"
keywords = [
    "machine-learning",
    "preprocessing",
    "scaling",
    "encoding",
]
categories = [
    "science",
    "mathematics",
]
license = "Apache-2.0"
repository = "https://github.com/cool-japan/sklears"

[features]
default = ["std"]
parallel = ["rayon"]
serde = [
    "dep:serde",
    "dep:serde_json",
    "sklears-core/serde",
]
std = ["sklears-core/std"]

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

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

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

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

[[bench]]
name = "performance_regression"
path = "benches/performance_regression.rs"

[dependencies.approx]
version = "0.5"

[dependencies.num_cpus]
version = "1.17"

[dependencies.rayon]
version = "1.11"
optional = true

[dependencies.scirs2-core]
version = "0.3.4"
features = [
    "random",
    "linalg",
    "serialization",
]
default-features = false

[dependencies.scirs2-linalg]
version = "0.3.4"
default-features = false

[dependencies.scirs2-optimize]
version = "0.3.4"
default-features = false

[dependencies.scirs2-stats]
version = "0.3.4"
default-features = false

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

[dependencies.serde_json]
version = "1.0"
optional = true

[dependencies.sklears-core]
version = "0.1.0"

[dependencies.thiserror]
version = "2.0"

[dev-dependencies.criterion]
version = "0.8"

[dev-dependencies.proptest]
version = "1.10"