[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"