handson-mlp/pyproject.toml at main · mherzog4/handson-mlp · 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
[project]
name = "handson-mlp"
version = "1.0.0"
description = "A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn and PyTorch."
authors = [
    { name = "Aurélien Géron" }
]
license = { text = "Apache-2.0" }
readme = "README.md"
requires-python = ">=3.11,<3.13"

dependencies = [
    # Core scientific stack
    "matplotlib>=3.10.6,<4.0.0",
    "numexpr>=2.13.1,<3.0.0",
    "numpy>=2.3.3,<3.0.0",
    "pandas>=2.3.3,<3.0.0",
    "scipy>=1.16.2,<2.0.0",

    # Jupyter environment
    "jupyter>=1.1.1,<2.0.0",
    "jupyterlab>=4.4.9,<5.0.0",
    "nbdime>=4.0.2,<5.0.0",
    "widgetsnbextension>=4.0.14,<5.0.0",

    # Machine Learning
    "optuna>=4.5.0,<5.0.0",
    "scikit-learn>=1.7.2,<2.0.0",
    "statsmodels>=0.14.5,<0.15.0",
    "xgboost>=3.0.5,<4.0.0",

    # Deep Learning core
    "accelerate>=1.10.1,<2.0.0",
    "torch>=2.8.0,<3.0.0",
    "torchaudio>=2.8.0,<3.0.0",
    "torchmetrics>=1.8.2,<2.0.0",
    "torchvision>=0.23.0,<0.24.0",

    # NLP & Transformers
    "datasets>=4.1.1,<5.0.0",
    "einops>=0.8.1",
    "nltk>=3.9.2,<4.0.0",
    "peft>=0.17.1,<0.18.0",
    "sentence-transformers>=5.1.1,<6.0.0",
    "sentencepiece>=0.2.1,<0.3.0",
    "transformers>=4.57.0,<5.0.0",
    "trl>=0.23.1,<0.24.0",

    # Reinforcement Learning
    "ale-py>=0.11.2",
    "gymnasium[atari]>=1.2.1,<2.0.0",
    "pygame>=2.6.1,<3.0.0",
    "stable-baselines3>=2.7.0,<3.0.0",

    # Computer Vision & Generation
    "diffusers>=0.35.1,<0.36.0",
    "lion-pytorch>=0.2.3,<0.3.0",
    "ultralytics>=8.3.206,<9.0.0",

    # Other utilities & APIs
    "google-genai>=1.41.0,<2.0.0",
    "graphviz>=0.21,<0.22",
    "joblib>=1.5.2,<2.0.0",
    "onnx>=1.19.0,<2.0.0",
    "pillow>=11.3.0,<12.0.0",
    "requests>=2.32.5,<3.0.0",
    "tensorboard>=2.20.0,<3.0.0",
    "tqdm>=4.67.1,<5.0.0",
    "urlextract>=1.9.0,<2.0.0",
    "soundfile>=0.13.1",
]

[project.optional-dependencies]
dev = [
    "black[jupyter]>=25.11.0,<26.0.0",
    "flake8>=7.3.0,<8.0.0",
    "pytest>=9.0.1,<10.0.0",
]

[project.urls]
Repository = "https://github.com/ageron/handson-mlp"