sklears-model-selection 0.1.0-beta.1

Model selection utilities for sklears: cross-validation, grid search, train-test split
Documentation 
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[[bench]]
name = "cross_validation_benchmark"
path = "benches/cross_validation_benchmark.rs"

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

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

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

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

[dependencies.num_cpus]
version = "1.17"

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

[dependencies.scirs2-core]
default-features = false
features = ["random", "linalg"]
version = "0.1.1"

[dependencies.scirs2-optimize]
default-features = false
optional = true
version = "0.1.1"

[dependencies.scirs2-stats]
default-features = false
version = "0.1.1"

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

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

[dependencies.sklears-core]
version = "0.1.0-beta.1"

[dependencies.sklears-metrics]
version = "0.1.0-beta.1"

[dependencies.thiserror]
version = "2.0"

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

[dev-dependencies.proptest]
version = "1.7"

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

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

[features]
default = ["std", "serde", "parallel", "scirs2-optimize"]
optimization = ["scirs2-optimize"]
parallel = ["rayon"]
serde = ["dep:serde", "dep:serde_json"]
std = ["sklears-core/std"]

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

[package]
authors = ["COOLJAPAN OU (Team KitaSan)"]
autobenches = false
autobins = false
autoexamples = false
autolib = false
autotests = false
build = false
categories = ["science", "mathematics"]
description = "Model selection utilities for sklears: cross-validation, grid search, train-test split"
edition = "2021"
homepage = "https://github.com/cool-japan/sklears"
keywords = ["machine-learning", "cross-validation", "grid-search", "model-selection"]
license = "MIT OR Apache-2.0"
name = "sklears-model-selection"
readme = "README.md"
repository = "https://github.com/cool-japan/sklears"
rust-version = "1.70"
version = "0.1.0-beta.1"

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

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

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

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

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