mini-mcmc 0.4.2

A small Rust library for Markov Chain Monte Carlo methods.
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
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128

[dependencies.approx]
version = "0.5.1"

[dependencies.arrow]
optional = true
version = "54.1"

[dependencies.burn]
features = ["autodiff", "ndarray"]
version = "0.16.0"

[dependencies.csv]
optional = true
version = "1.3"

[dependencies.indicatif]
version = "0.17"

[dependencies.ndarray]
version = "0.16.1"

[dependencies.ndarray-stats]
version = "0.6.0"

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

[dependencies.parquet]
optional = true
version = "54.1"

[dependencies.rand]
features = ["small_rng"]
version = "0.8"

[dependencies.rand_distr]
version = "0.4"

[dependencies.rayon]
version = "1.5"

[dev-dependencies.kolmogorov_smirnov]
version = "1.1.0"

[dev-dependencies.ndarray]
features = ["approx"]
version = "0.16.1"

[dev-dependencies.plotly]
version = "0.12.1"

[dev-dependencies.plotters]
version = "0.3"

[dev-dependencies.tempfile]
version = "3.16"

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

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

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

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

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

[[example]]
name = "rosenbrock3d_hmc"
path = "examples/rosenbrock3d_hmc.rs"

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

[features]
arrow = ["dep:arrow"]
csv = ["dep:csv"]
default = []
parquet = ["dep:parquet", "dep:arrow"]
wgpu = ["burn/wgpu"]

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

[package]
authors = ["Matteo Gätzner <matteo.gatzner@gmail.com>"]
autobenches = false
autobins = false
autoexamples = false
autolib = false
autotests = false
build = false
description = "A small Rust library for Markov Chain Monte Carlo methods."
documentation = "https://docs.rs/mini-mcmc"
edition = "2021"
exclude = ["target/*"]
homepage = "https://github.com/MatteoGaetzner/mini-mcmc"
license = "Apache-2.0"
name = "mini-mcmc"
readme = "README.md"
repository = "https://github.com/MatteoGaetzner/mini-mcmc"
version = "0.4.2"

[profile.dev]
debug = 2

[profile.release]
debug = 1

[[test]]
name = "metrohast_2d_gaussian_test"
path = "tests/metrohast_2d_gaussian_test.rs"

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