sklears-svm 0.1.0-beta.1

Support Vector Machines for sklears: SVC, SVR with various kernels
Documentation 
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[[bench]]
name = "kernel_benchmarks"
path = "benches/kernel_benchmarks.rs"

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

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

[dependencies.bytemuck]
optional = true
version = "1.24"

[dependencies.dashmap]
version = "6.1"

[dependencies.futures-intrusive]
optional = true
version = "0.5"

[dependencies.memmap2]
version = "0.9"

[dependencies.num_cpus]
version = "1.17"

[dependencies.parking_lot]
version = "0.12"

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

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

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

[dependencies.scirs2-optimize]
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.sklears-core]
version = "0.1.0-beta.1"

[dependencies.thiserror]
version = "2.0"

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

[dependencies.wgpu]
optional = true
version = "24.0"

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

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

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

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

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

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

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

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

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

[features]
default = ["std", "parallel"]
gpu = ["wgpu", "bytemuck", "futures-intrusive", "tokio"]
parallel = ["rayon"]
serde = ["dep:serde", "sklears-core/serde"]
std = ["sklears-core/std"]
visualization = ["serde_json"]

[lib]
name = "sklears_svm"
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", "algorithms"]
description = "Support Vector Machines for sklears: SVC, SVR with various kernels"
edition = "2021"
homepage = "https://github.com/cool-japan/sklears"
keywords = ["machine-learning", "svm", "support-vector", "kernel"]
license = "MIT OR Apache-2.0"
name = "sklears-svm"
readme = "README.md"
repository = "https://github.com/cool-japan/sklears"
rust-version = "1.70"
version = "0.1.0-beta.1"

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