pyod/pyproject.toml at master · yzhao062/pyod · GitHub

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
[build-system]
requires = ["setuptools>=77.0.0", "wheel"]
build-backend = "setuptools.build_meta"

[project]
name = "pyod"
dynamic = ["version", "dependencies"]
description = "A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 61 detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents."
readme = "README.rst"
requires-python = ">=3.9"
license = "BSD-2-Clause"
authors = [
    {name = "Yue Zhao", email = "yzhao062@gmail.com"},
]
keywords = [
    "anomaly detection",
    "outlier detection",
    "machine learning",
    "deep learning",
    "unsupervised learning",
    "time series anomaly detection",
    "graph anomaly detection",
    "nlp anomaly detection",
    "image anomaly detection",
    "multimodal",
    "agentic ai",
    "foundation models",
    "fraud detection",
    "novelty detection",
    "out-of-distribution detection",
    "outlier ensembles",
    "pytorch",
    "python",
]
classifiers = [
    "Development Status :: 5 - Production/Stable",
    "Intended Audience :: Education",
    "Intended Audience :: Financial and Insurance Industry",
    "Intended Audience :: Science/Research",
    "Intended Audience :: Developers",
    "Intended Audience :: Information Technology",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Programming Language :: Python :: 3.13",
]

[project.optional-dependencies]
torch = ["torch>=2.0"]
suod = ["suod"]
xgboost = ["xgboost"]
combo = ["combo"]
pythresh = ["pythresh"]
embedding = ["sentence-transformers>=5.0.0"]
openai = ["openai>=1.0"]
huggingface = ["transformers>=4.25.1", "torch>=2.0", "Pillow"]
graph = ["torch>=2.0", "torch_geometric>=2.0"]
mcp = ["mcp>=1.0"]
audio = ["librosa>=0.10", "soundfile"]
all = [
    "torch>=2.0",
    "suod",
    "xgboost",
    "combo",
    "pythresh>=1.0.0",
    "sentence-transformers>=5.0.0",
    "openai>=1.0",
    "transformers>=4.25.1",
    "torch_geometric>=2.0",
    "Pillow",
    "mcp>=1.0",
    "librosa>=0.10",
    "soundfile",
]

[project.urls]
Homepage = "https://github.com/yzhao062/pyod"
Documentation = "https://pyod.readthedocs.io"
Repository = "https://github.com/yzhao062/pyod"
Issues = "https://github.com/yzhao062/pyod/issues"
Changelog = "https://github.com/yzhao062/pyod/blob/development/CHANGES.txt"

[project.scripts]
pyod = "pyod.cli:main"
pyod-install-skill = "pyod.skills:install_cli"

[tool.setuptools]
include-package-data = true

[tool.setuptools.dynamic]
version = {attr = "pyod.version.__version__"}
dependencies = {file = ["requirements.txt"]}

[tool.setuptools.packages.find]
include = ["pyod*"]
namespaces = false
exclude = ["test", "test.*", "pyod.test", "pyod.test.*"]

[tool.setuptools.package-data]
"pyod.utils.model_analysis_jsons" = ["*.json"]
"pyod.utils.knowledge" = ["*.json"]
"pyod.skills.od_expert" = ["*.md", "references/*.md"]