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Cargo.toml
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[package]
name = "linfa-reduction"
version = "0.7.0"
authors = [
"Lorenz Schmidt <[email protected]>",
"Gabriel Bathie <[email protected]>",
]
description = "A collection of dimensionality reduction techniques"
edition = "2018"
license = "MIT OR Apache-2.0"
repository = "https://github.com/rust-ml/linfa"
readme = "README.md"
keywords = [
"reduction",
"machine-learning",
"linfa",
"spectral",
"unsupervised",
]
categories = ["algorithms", "mathematics", "science"]
[features]
default = []
blas = ["ndarray-linalg", "linfa/ndarray-linalg"]
serde = ["serde_crate", "ndarray/serde"]
[dependencies.serde_crate]
package = "serde"
optional = true
version = "1.0"
default-features = false
features = ["std", "derive"]
[dependencies]
ndarray = { version = "0.15", features = ["approx"] }
linfa-linalg = { version = "0.1" }
ndarray-linalg = { version = "0.16", optional = true }
ndarray-rand = "0.14"
num-traits = "0.2"
thiserror = "1.0"
rand = { version = "0.8", features = ["small_rng"] }
linfa = { version = "0.7.0", path = "../.." }
linfa-kernel = { version = "0.7.0", path = "../linfa-kernel" }
sprs = "0.11.1"
rand_xoshiro = "0.6.0"
[dev-dependencies]
ndarray-npy = { version = "0.8", default-features = false }
linfa-datasets = { version = "0.7.0", path = "../../datasets", features = [
"iris",
"generate",
] }
approx = { version = "0.4" }
mnist = { version = "0.6.0", features = ["download"] }
linfa-trees = { version = "0.7.0", path = "../linfa-trees"}