lapl 0.2.0

Spectral methods: graph Laplacian, eigenmaps, spectral clustering
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107

# THIS FILE IS AUTOMATICALLY GENERATED BY CARGO
#
# When uploading crates to the registry Cargo will automatically
# "normalize" Cargo.toml files for maximal compatibility
# with all versions of Cargo and also rewrite `path` dependencies
# to registry (e.g., crates.io) dependencies.
#
# If you are reading this file be aware that the original Cargo.toml
# will likely look very different (and much more reasonable).
# See Cargo.toml.orig for the original contents.

[package]
edition = "2021"
name = "lapl"
version = "0.2.0"
authors = ["Arc <attobop@gmail.com>"]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Spectral methods: graph Laplacian, eigenmaps, spectral clustering"
homepage = "https://github.com/arclabs561/lapl"
documentation = "https://docs.rs/lapl"
readme = "README.md"
keywords = [
    "spectral",
    "laplacian",
    "eigenmap",
    "clustering",
    "graph",
]
categories = [
    "algorithms",
    "science",
    "mathematics",
]
license = "MIT OR Apache-2.0"
repository = "https://github.com/arclabs561/lapl"

[features]
default = []
faer = ["dep:faer"]
parallel = [
    "dep:rayon",
    "ndarray/rayon",
]
petgraph = ["dep:petgraph"]
sparse = []

[lib]
name = "lapl"
path = "src/lib.rs"

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

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

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

[[bench]]
name = "spectral_scaling"
path = "benches/spectral_scaling.rs"
harness = false

[dependencies.faer]
version = "0.23.2"
optional = true

[dependencies.ndarray]
version = "0.16"
features = ["approx"]

[dependencies.petgraph]
version = "0.6"
optional = true

[dependencies.rayon]
version = "1.10"
optional = true

[dependencies.thiserror]
version = "2.0"

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

[dev-dependencies.proptest]
version = "1.5"

[dev-dependencies.rmt]
version = "0.1.3"

[dev-dependencies.serde]
version = "1.0"
features = ["derive"]

[dev-dependencies.serde_json]
version = "1.0"