scirs2-transform 0.1.0

Data transformation module for SciRS2 (scirs2-transform)
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
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145

[[bench]]
name = "advanced_optimizations_bench"
path = "benches/advanced_optimizations_bench.rs"

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

[dependencies.ahash]
version = "0.8"

[dependencies.approx]
version = "0.5.1"

[dependencies.num_cpus]
version = "1.17.0"

[dependencies.oxicode]
features = ["serde", "simd"]
optional = true
version = "0.1"

[dependencies.prometheus]
optional = true
version = "0.14"

[dependencies.regex]
version = "1.12.2"

[dependencies.scirs2-core]
features = ["validation", "parallel", "simd", "array", "random"]
version = "0.1.0"

[dependencies.scirs2-fft]
version = "0.1.0"

[dependencies.scirs2-linalg]
version = "0.1.0"

[dependencies.scirs2-stats]
version = "0.1.0"

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

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

[dependencies.statrs]
version = "0.18.0"

[dependencies.tch]
features = ["download-libtorch"]
optional = true
version = "0.20"

[dependencies.thiserror]
version = "2.0.17"

[dependencies.tokio]
features = ["full", "full"]
optional = true
version = "1.48.0"

[dev-dependencies.criterion]
version = "0.8.1"

[dev-dependencies.ndarray-rand]
version = "0.16.0"

[dev-dependencies.plotters]
version = "0.3.7"

[dev-dependencies.rand]
version = "0.9.2"

[dev-dependencies.scirs2-datasets]
version = "0.1.0"

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

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

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

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

[features]
auto-feature-engineering = ["dep:tch"]
default = []
distributed = ["dep:tokio", "dep:serde", "dep:oxicode"]
gpu = ["scirs2-core/gpu"]
monitoring = ["dep:prometheus", "dep:serde_json"]
simd = ["scirs2-core/simd"]

[lib]
name = "scirs2_transform"
path = "src/lib.rs"

[lints.clippy]
expect_used = "allow"
unwrap_used = "warn"

[lints.rust]
dead_code = "allow"
mismatched_lifetime_syntaxes = "allow"
unknown_lints = "allow"
unpredictable_function_pointer_comparisons = "allow"
unused_imports = "allow"
unused_mut = "allow"
unused_variables = "allow"

[package]
authors = ["SciRS2 Team"]
autobenches = false
autobins = false
autoexamples = false
autolib = false
autotests = false
build = false
categories = ["science", "mathematics", "algorithms"]
description = "Data transformation module for SciRS2 (scirs2-transform)"
edition = "2021"
keywords = ["transform", "feature-engineering", "scientific", "ai", "machine-learning"]
license = "MIT OR Apache-2.0"
name = "scirs2-transform"
readme = "README.md"
repository = "https://github.com/cool-japan/scirs"
version = "0.1.0"

[package.metadata.docs.rs]
all-features = true
rustdoc-args = ["--cfg", "docsrs"]