robust-rs-core 0.1.0

Core abstractions for robust statistics: loss functions, robust scale and influence-function theory.
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

# 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"
rust-version = "1.75"
name = "robust-rs-core"
version = "0.1.0"
authors = ["coes300 <matthewbcoe@gmail.com>"]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Core abstractions for robust statistics: loss functions, robust scale and influence-function theory."
documentation = "https://docs.rs/robust-rs-core"
readme = "README.md"
keywords = [
    "statistics",
    "robust",
    "regression",
    "outliers",
]
categories = [
    "science",
    "mathematics",
]
license = "MIT OR Apache-2.0"
repository = "https://github.com/coes300/robust-rs"

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

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

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

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

[dependencies.libm]
version = "0.2"

[dependencies.num-traits]
version = "0.2"

[dependencies.thiserror]
version = "2"

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

[dev-dependencies.rand]
version = "0.9"

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

[lints.clippy.all]
level = "warn"
priority = -1

[lints.rust]
missing_docs = "warn"
unsafe_code = "forbid"