mokosh 0.1.0

A high-performance Rust implementation of Hierarchical Temporal Memory (HTM) algorithms
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

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

[[bin]]
name = "mokosh"
path = "src/main.rs"

[[bin]]
name = "perf_test"
path = "src/bin/perf_test.rs"

[dependencies.ahash]
features = ["serde"]
version = "0.8"

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

[dependencies.bitvec]
version = "1.0"

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

[dependencies.rand_chacha]
version = "0.3"

[dependencies.rayon]
optional = true
version = "1.8"

[dependencies.serde]
features = ["derive"]
optional = true
version = "1.0"

[dependencies.serde_json]
optional = true
version = "1.0"

[dependencies.smallvec]
features = ["serde"]
version = "1.11"

[dependencies.thiserror]
version = "1.0"

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

[dev-dependencies.image]
version = "0.25"

[dev-dependencies.proptest]
version = "1.4"

[dev-dependencies.test-case]
version = "3.3"

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

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

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

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

[features]
default = ["std"]
rayon = ["dep:rayon"]
serde = ["dep:serde", "dep:serde_json", "dep:bincode"]
simd = []
std = []

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

[package]
authors = ["HTM Rust Port Contributors"]
autobenches = false
autobins = false
autoexamples = false
autolib = false
autotests = false
build = false
categories = ["algorithms", "science"]
description = "A high-performance Rust implementation of Hierarchical Temporal Memory (HTM) algorithms"
documentation = "https://docs.rs/mokosh"
edition = "2021"
keywords = ["htm", "machine-learning", "ai", "neural-network", "temporal-memory"]
license = "AGPL-3.0"
name = "mokosh"
readme = "README.md"
repository = "https://github.com/mokosh/mokosh"
rust-version = "1.70"
version = "0.1.0"

[profile.bench]
codegen-units = 1
lto = true
opt-level = 3

[profile.release]
codegen-units = 1
lto = true
opt-level = 3
panic = "abort"

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