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Credits

These projects were used to build agml. Thank you!

Python | uv |

Runtime dependencies

Project Summary Version (accepted) Version (last resolved) License
albucore A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation. ==0.0.17 0.0.17 MIT
albumentations Fast, flexible, and advanced image augmentation library for deep learning and computer vision. Albumentations offers a wide range of transformations for images, masks, bounding boxes, and keypoints, with optimized performance and seamless integration into ML workflows. >=1.4.18 1.4.18 MIT License
annotated-types Reusable constraint types to use with typing.Annotated >=0.6.0 0.7.0 MIT License
certifi Python package for providing Mozilla's CA Bundle. >=2017.4.17 2024.8.30 MPL-2.0
charset-normalizer The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. >=2, <4 3.4.0 MIT
colorama Cross-platform colored terminal text. 0.4.6 BSD License
contourpy Python library for calculating contours of 2D quadrilateral grids >=1.0.1 1.1.1 BSD License
cycler Composable style cycles >=0.10 0.12.1 BSD License
dict2xml Small utility to convert a python dictionary into an XML string >=1.7.6 1.7.6 MIT
eval_type_backport Like typing._eval_type, but lets older Python versions use newer typing features. 0.2.0 MIT
fonttools Tools to manipulate font files >=4.22.0 4.55.0 MIT
idna Internationalized Domain Names in Applications (IDNA) >=2.5, <4 3.10 BSD License
imageio Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. >=2.27 2.35.1 BSD-2-Clause
joblib Lightweight pipelining with Python functions >=1.1.1 1.4.2 BSD 3-Clause
kiwisolver A fast implementation of the Cassowary constraint solver >=1.0.1 1.4.7 BSD License
lazy_loader Makes it easy to load subpackages and functions on demand. >=0.2 0.4 BSD License
matplotlib Python plotting package >=3.7.5 3.7.5 PSF
networkx Python package for creating and manipulating graphs and networks >=2.8 3.1 BSD License
numpy Fundamental package for array computing in Python >=1.24.4, >=1.21.1 1.24.4 BSD-3-Clause
opencv-python Wrapper package for OpenCV python bindings. >=4.10.0.84 4.10.0.84 Apache 2.0
opencv-python-headless Wrapper package for OpenCV python bindings. >=4.10.0.84 4.10.0.84 Apache 2.0
packaging Core utilities for Python packages >=20.0 24.2 Apache Software License + BSD License
pillow Python Imaging Library (Fork) >=9.0.1, >=6.2.0 10.4.0 HPND
pydantic Data validation using Python type hints >=2.7.0 2.10.0 MIT
pydantic_core Core functionality for Pydantic validation and serialization ==2.27.0 2.27.0 MIT
pyparsing pyparsing module - Classes and methods to define and execute parsing grammars >=2.3.1 3.1.4 MIT License
python-dateutil Extensions to the standard Python datetime module >=2.8.2, >=2.7 2.9.0.post0 BSD License + Apache Software License
PyWavelets PyWavelets, wavelet transform module >=1.1.1 1.4.1 MIT
PyYAML YAML parser and emitter for Python >=6.0.2 6.0.2 MIT
requests Python HTTP for Humans. >=2.0.0 2.32.3 Apache-2.0
scikit-image Image processing in Python >=0.21.0 0.21.0 BSD License
scikit-learn A set of python modules for machine learning and data mining >=1.3.2 1.3.2 new BSD
scipy Fundamental algorithms for scientific computing in Python >=1.8, >=1.5.0 1.10.1 BSD License
six Python 2 and 3 compatibility utilities >=1.5 1.16.0 MIT
threadpoolctl threadpoolctl >=2.0.0 3.5.0 BSD-3-Clause
tifffile Read and write TIFF files >=2022.8.12 2023.7.10 BSD
tqdm Fast, Extensible Progress Meter >=4.67.0 4.67.0 MPL-2.0 AND MIT
typing_extensions Backported and Experimental Type Hints for Python 3.8+ >=4.9.0, >=4.6.0 4.12.2 Python Software Foundation License
urllib3 HTTP library with thread-safe connection pooling, file post, and more. >=1.25.4, >=1.21.1, <3, <1.27 1.26.20 MIT

Development dependencies

Project Summary Version (accepted) Version (last resolved) License
attrs Classes Without Boilerplate 24.2.0 MIT
boto3 The AWS SDK for Python >=1.35.66 1.35.66 Apache License 2.0
botocore Low-level, data-driven core of boto 3. >=1.35.66 1.35.66 Apache License 2.0
click Composable command line interface toolkit >=7.1 8.1.7 BSD-3-Clause
colorama Cross-platform colored terminal text. 0.4.6 BSD License
coverage Code coverage measurement for Python >=7.6.1 7.6.1 Apache-2.0
exceptiongroup Backport of PEP 654 (exception groups) >=1.0.0rc8 1.2.2 MIT License
imageio Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. >=2.27 2.35.1 BSD-2-Clause
iniconfig brain-dead simple config-ini parsing 2.0.0 MIT
interrogate Interrogate a codebase for docstring coverage. >=1.7.0 1.7.0 MIT License
jmespath JSON Matching Expressions >=0.7.1, <2.0.0 1.0.1 MIT
lazy_loader Makes it easy to load subpackages and functions on demand. >=0.2 0.4 BSD License
mypy Optional static typing for Python >=1.13.0 1.13.0 MIT
mypy-extensions Type system extensions for programs checked with the mypy type checker. >=1.0.0 1.0.0 MIT License
networkx Python package for creating and manipulating graphs and networks >=2.8 3.1 BSD License
numpy Fundamental package for array computing in Python >=1.24.4, >=1.21.1 1.24.4 BSD-3-Clause
packaging Core utilities for Python packages >=20.0 24.2 Apache Software License + BSD License
pandas Powerful data structures for data analysis, time series, and statistics >=2.0.3 2.0.3 BSD License
pillow Python Imaging Library (Fork) >=9.0.1, >=6.2.0 10.4.0 HPND
pluggy plugin and hook calling mechanisms for python >=1.5, <2 1.5.0 MIT
py library with cross-python path, ini-parsing, io, code, log facilities 1.11.0 MIT license
pytest pytest: simple powerful testing with Python >=8.3.3 8.3.3 MIT
pytest-cov Pytest plugin for measuring coverage. >=5.0.0 5.0.0 MIT
pytest-order pytest plugin to run your tests in a specific order >=1.3.0 1.3.0 MIT
python-dateutil Extensions to the standard Python datetime module >=2.8.2, >=2.7 2.9.0.post0 BSD License + Apache Software License
pytz World timezone definitions, modern and historical >=2020.1 2024.2 MIT
PyWavelets PyWavelets, wavelet transform module >=1.1.1 1.4.1 MIT
ruff An extremely fast Python linter and code formatter, written in Rust. >=0.7.4 0.7.4 MIT
s3transfer An Amazon S3 Transfer Manager >=0.10.0, <0.11.0 0.10.4 Apache License 2.0
scikit-image Image processing in Python >=0.21.0 0.21.0 BSD License
scipy Fundamental algorithms for scientific computing in Python >=1.8, >=1.5.0 1.10.1 BSD License
shapely Manipulation and analysis of geometric objects >=2.0.6 2.0.6 BSD 3-Clause
six Python 2 and 3 compatibility utilities >=1.5 1.16.0 MIT
tabulate Pretty-print tabular data 0.9.0 MIT
tifffile Read and write TIFF files >=2022.8.12 2023.7.10 BSD
tomli A lil' TOML parser >=1 2.1.0 MIT License
typing_extensions Backported and Experimental Type Hints for Python 3.8+ >=4.9.0, >=4.6.0 4.12.2 Python Software Foundation License
tzdata Provider of IANA time zone data >=2022.1 2024.2 Apache-2.0
urllib3 HTTP library with thread-safe connection pooling, file post, and more. >=1.25.4, >=1.21.1, <3, <1.27 1.26.20 MIT