sklears-kernel-approximation 0.1.0-beta.1

Kernel approximation methods
Documentation 
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[package]
name = "sklears-kernel-approximation"
version.workspace = true
authors.workspace = true
license.workspace = true
edition.workspace = true
rust-version.workspace = true
repository.workspace = true
homepage.workspace = true
readme = "README.md"
keywords = ["machine-learning", "kernel-methods", "approximation"]
categories = ["science", "mathematics"]
description = "Kernel approximation methods"

[dependencies]
sklears-core = { workspace = true, features = ["parallel", "async_support"] }  # Removed ndarray-linalg (SciRS2 Policy)
sklears-utils = { workspace = true }

# SciRS2 Policy Compliant Dependencies
scirs2-core = { workspace = true }
scirs2-linalg = { workspace = true }
scirs2-stats = { workspace = true }

# ❌ REMOVED: Legacy dependencies (SciRS2 Policy violations)
# ❌ scirs2-autograd - use scirs2_core::ndarray instead
# ❌ ndarray - use scirs2_core::ndarray instead
# ❌ ndarray-rand - use scirs2_core::random instead
# ❌ ndarray-linalg - use scirs2-linalg instead
# ❌ ndarray-stats - use scirs2-stats instead
# ❌ rand - use scirs2_core::random instead
# ❌ rand_distr - use scirs2_core::random instead
# ❌ rand_chacha - use scirs2_core::random instead
rayon = { workspace = true }
num_cpus = "1.17"
rustfft = "6.4"
thiserror = { workspace = true }
serde = { workspace = true, features = ["derive"] }
serde_json = { workspace = true }

[dev-dependencies]
approx = { workspace = true }
proptest = { workspace = true }

[features]
default = ["serde"]
serde = ["sklears-core/serde"]
simd = []
# Unstable SIMD features requiring nightly Rust
nightly-simd = []
nightly = ["simd"]