sklears-core 0.1.0-beta.1

Core traits, types, and utilities for sklears machine learning library
Documentation 
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[dependencies.approx]
version = "0.5"

[dependencies.arrow]
default-features = false
optional = true
version = "54"

[dependencies.arrow-csv]
optional = true
version = "54"

[dependencies.arrow-ipc]
optional = true
version = "54"

[dependencies.async-trait]
optional = true
version = "0.1"

[dependencies.bytemuck]
version = "1.24"

[dependencies.chrono]
features = ["serde", "std"]
version = "0.4"

[dependencies.flate2]
optional = true
version = "1.1"

[dependencies.futures-core]
version = "0.3"

[dependencies.libloading]
optional = true
version = "0.8"

[dependencies.log]
version = "0.4"

[dependencies.memmap2]
optional = true
version = "0.9"

[dependencies.num_cpus]
version = "1.17"

[dependencies.oxicode]
optional = true
version = "0.1.1"

[dependencies.polars]
default-features = false
features = ["lazy"]
optional = true
version = "0.51"

[dependencies.proc-macro2]
version = "1.0"

[dependencies.quote]
version = "1.0"

[dependencies.rayon]
version = "1.11"

[dependencies.rmp-serde]
optional = true
version = "1.3"

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

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

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

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

[dependencies.serde_yaml]
optional = true
version = "0.9"

[dependencies.syn]
features = ["full", "derive", "parsing", "printing"]
version = "2.0"

[dependencies.thiserror]
version = "2.0"

[dependencies.tokio]
features = ["time", "macros", "rt-multi-thread"]
optional = true
version = "1.47"

[dependencies.zstd]
optional = true
version = "0.13"

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

[dev-dependencies.once_cell]
version = "1.21"

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

[dev-dependencies.tempfile]
version = "3.24"

[features]
all_algorithms = ["linear_models", "tree_models", "neural_networks", "clustering", "dimensionality_reduction", "ensemble_methods"]
all_formats = ["polars", "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:flate2", "dep: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 = []
linear_models = []
messagepack = ["dep:rmp-serde", "serde"]
metrics = []
mmap = ["dep:memmap2"]
model_selection = []
neural_networks = []
no_std = []
parallel = []
plugins = []
polars = ["dep:polars"]
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"

[package]
authors = ["COOLJAPAN OU (Team KitaSan)"]
autobenches = false
autobins = false
autoexamples = false
autolib = false
autotests = false
build = false
categories = ["science", "mathematics"]
description = "Core traits, types, and utilities for sklears machine learning library"
edition = "2021"
homepage = "https://github.com/cool-japan/sklears"
keywords = ["machine-learning", "ml", "core", "traits"]
license = "MIT OR Apache-2.0"
name = "sklears-core"
readme = "README.md"
repository = "https://github.com/cool-japan/sklears"
rust-version = "1.70"
version = "0.1.0-beta.1"

[target.'cfg(target_os = "macos")'.dependencies.mach]
version = "0.3"

[target.'cfg(target_os = "windows")'.dependencies.winapi]
features = ["processthreadsapi", "psapi"]
version = "0.3"

[target."cfg(unix)".dependencies.libc]
version = "0.2"