datarust 0.6.5

Scikit-learn-style preprocessing and classical ML in Rust
Documentation
# THIS FILE IS AUTOMATICALLY GENERATED BY CARGO
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# to registry (e.g., crates.io) dependencies.
#
# If you are reading this file be aware that the original Cargo.toml
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# See Cargo.toml.orig for the original contents.

[package]
edition = "2021"
rust-version = "1.70"
name = "datarust"
version = "0.6.5"
build = false
include = [
    "/src/**",
    "/tests/**",
    "/examples/**",
    "/benches/**",
    "/Cargo.toml",
    "/Cargo.lock",
    "/README.md",
    "/CHANGELOG.md",
    "/LICENSE",
    "/ROADMAP.md",
    "/ARCHITECTURE.md",
]
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Scikit-learn-style preprocessing and classical ML in Rust"
homepage = "https://datarust.dev"
readme = "README.md"
keywords = [
    "machine-learning",
    "scikit-learn",
    "preprocessing",
    "regression",
    "linear-model",
]
categories = [
    "science",
    "mathematics",
    "algorithms",
]
license = "MIT"
repository = "https://github.com/genc-murat/datarust"

[package.metadata.docs.rs]
features = [
    "serde",
    "rayon",
    "matrixmultiply",
    "datasets",
]
rustdoc-args = [
    "--cfg",
    "docsrs",
]

[features]
datasets = []
default = []
matrixmultiply = ["dep:matrixmultiply"]
rayon = [
    "dep:rayon",
    "dep:rayon-core",
]
serde = [
    "dep:serde",
    "dep:serde_json",
    "dep:proc-macro2",
    "dep:quote",
    "dep:ryu",
    "dep:syn",
    "dep:unicode-ident",
]

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

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

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

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

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

[[example]]
name = "model_persistence"
path = "examples/model_persistence.rs"
required-features = ["serde"]

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[dependencies.matrixmultiply]
version = "=0.3.10"
optional = true

[dependencies.proc-macro2]
version = "=1.0.106"
optional = true

[dependencies.quote]
version = "=1.0.44"
optional = true

[dependencies.rayon]
version = "=1.10.0"
optional = true

[dependencies.rayon-core]
version = "=1.12.1"
optional = true

[dependencies.ryu]
version = "=1.0.22"
optional = true

[dependencies.serde]
version = "=1.0.228"
features = ["derive"]
optional = true

[dependencies.serde_json]
version = "=1.0.145"
optional = true

[dependencies.syn]
version = "=2.0.114"
optional = true

[dependencies.unicode-ident]
version = "=1.0.22"
optional = true

[dev-dependencies.clap]
version = "=4.4.18"

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

[dev-dependencies.half]
version = "=2.4.1"

[dev-dependencies.proptest]
version = "=1.5.0"

[dev-dependencies.tempfile]
version = "=3.15.0"