[package]
edition = "2021"
rust-version = "1.89"
name = "sklears-core"
version = "0.1.2"
authors = ["COOLJAPAN OU (Team KitaSan)"]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Core traits, types, and utilities for sklears machine learning library"
homepage = "https://github.com/cool-japan/sklears"
readme = "README.md"
keywords = [
"machine-learning",
"ml",
"core",
"traits",
]
categories = [
"science",
"mathematics",
]
license = "Apache-2.0"
repository = "https://github.com/cool-japan/sklears"
[features]
all_algorithms = [
"linear_models",
"tree_models",
"neural_networks",
"clustering",
"dimensionality_reduction",
"ensemble_methods",
]
all_formats = [
"arrow",
"binary_full",
]
arrow = [
"dep:arrow",
"dep:arrow-ipc",
"dep:arrow-csv",
]
async_support = [
"dep:async-trait",
"dep:tokio",
]
auto_benchmarks = []
autodiff = []
binary = [
"dep:oxicode",
"serde",
]
binary_full = [
"binary",
"messagepack",
"compression",
]
clustering = []
compile_time_macros = []
compression = [
"dep:oxiarc-deflate",
"dep:oxiarc-zstd",
]
custom_lints = []
debug_assertions = []
default = [
"std",
"serde",
]
dimensionality_reduction = []
distributed = ["async_support"]
dynamic_loading = [
"plugins",
"dep:libloading",
]
effect_types = []
ensemble_methods = []
exotic_hardware = ["async_support"]
experimental = [
"plugins",
"async_support",
"simd",
]
full = [
"all_algorithms",
"all_formats",
"simd",
"parallel",
"async_support",
"validation",
"metrics",
"preprocessing",
"model_selection",
]
gpu_support = [
"dep:oxicuda-backend",
"dep:oxicuda-memory",
"dep:oxicuda-blas",
]
linear_models = []
messagepack = [
"dep:rmp-serde",
"serde",
]
metrics = []
mmap = ["dep:memmap2"]
model_selection = []
neural_networks = []
no_std = []
parallel = []
plugins = []
preprocessing = []
profiling = []
serde = [
"dep:serde",
"dep:serde_json",
"dep:serde_yaml",
"chrono/serde",
]
simd = []
std = []
streaming = ["async_support"]
tree_models = []
validation = []
[lib]
name = "sklears_core"
path = "src/lib.rs"
[dependencies.approx]
version = "0.5"
[dependencies.arrow]
version = "59.0"
optional = true
default-features = false
[dependencies.arrow-csv]
version = "59"
optional = true
[dependencies.arrow-ipc]
version = "59"
optional = true
[dependencies.async-trait]
version = "0.1"
optional = true
[dependencies.bytemuck]
version = "1.25"
features = ["derive"]
[dependencies.chrono]
version = "0.4"
[dependencies.futures-core]
version = "0.3"
[dependencies.libloading]
version = "0.9"
optional = true
[dependencies.log]
version = "0.4"
[dependencies.memmap2]
version = "0.9"
optional = true
[dependencies.num_cpus]
version = "1.17"
[dependencies.oxiarc-deflate]
version = "0.3.3"
optional = true
[dependencies.oxiarc-zstd]
version = "0.3.3"
optional = true
default-features = false
[dependencies.oxicode]
version = "0.2.4"
optional = true
[dependencies.oxicuda-backend]
version = "0.3"
optional = true
[dependencies.oxicuda-blas]
version = "0.3"
optional = true
[dependencies.oxicuda-memory]
version = "0.3"
optional = true
[dependencies.proc-macro2]
version = "1.0"
[dependencies.quote]
version = "1.0"
[dependencies.rayon]
version = "1.12"
[dependencies.rmp-serde]
version = "1.3"
optional = true
[dependencies.scirs2-core]
version = "0.5.1"
features = [
"random",
"linalg",
"serialization",
]
default-features = false
[dependencies.scirs2-linalg]
version = "0.5.1"
default-features = false
[dependencies.serde]
version = "1.0"
features = ["derive"]
optional = true
[dependencies.serde_json]
version = "1.0"
optional = true
[dependencies.serde_yaml]
version = "0.9"
optional = true
[dependencies.syn]
version = "2.0"
features = [
"full",
"derive",
"parsing",
"printing",
]
[dependencies.thiserror]
version = "2.0"
[dependencies.tokio]
version = "1.52"
features = ["full"]
optional = true
[dev-dependencies.criterion]
version = "0.8"
[dev-dependencies.once_cell]
version = "1.21"
[dev-dependencies.proptest]
version = "1.11"
[dev-dependencies.tempfile]
version = "3.27"
[target.'cfg(target_os = "macos")'.dependencies.mach]
version = "0.3"
[target.'cfg(target_os = "windows")'.dependencies.winapi]
version = "0.3"
features = [
"handleapi",
"memoryapi",
"winnt",
]
[target."cfg(unix)".dependencies.libc]
version = "0.2"