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Specification Curve\n\nSpecification Curve is a Python package that performs specification curve analysis; it helps with the problem of the \"garden of forking paths\" (many defensible choices) when doing analysis by running many regressions and summarising the estimated coefficients in an easy to digest chart.\n\n[![PyPI](https://img.shields.io/pypi/v/specification_curve.svg)](https://pypi.org/project/specification_curve/)\n[![Status](https://img.shields.io/pypi/status/specification_curve.svg)](https://pypi.org/project/specification_curve/)\n[![Python Version](https://img.shields.io/pypi/pyversions/specification_curve)](https://pypi.org/project/specification_curve)\n[![License](https://img.shields.io/pypi/l/specification_curve)](https://opensource.org/licenses/MIT)\n[![Read the documentation at https://aeturrell.github.io/specification_curve/](https://img.shields.io/badge/docs-passing-brightgreen)](https://aeturrell.github.io/specification_curve/)\n[![Tests](https://github.com/aeturrell/specification_curve/workflows/Tests/badge.svg)](https://github.com/aeturrell/specification_curve/actions?workflow=Tests)\n[![Codecov](https://codecov.io/gh/aeturrell/specification_curve/branch/main/graph/badge.svg)](https://codecov.io/gh/aeturrell/specification_curve)\n[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)\n[![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit\u0026logoColor=white)](https://github.com/pre-commit/pre-commit)\n[![Google Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/aeturrell/specification_curve/blob/master/docs/features.ipynb)\n[![DOI](https://zenodo.org/badge/282989537.svg)](https://zenodo.org/badge/latestdoi/282989537)\n[![Downloads](https://static.pepy.tech/badge/specification-curve)](https://pepy.tech/project/Specification_curve)\n\n![Linux](https://img.shields.io/badge/Linux-FCC624?style=for-the-badge\u0026logo=linux\u0026logoColor=black)\n![macOS](https://img.shields.io/badge/mac%20os-000000?style=for-the-badge\u0026logo=macos\u0026logoColor=F0F0F0)\n![Windows](https://img.shields.io/badge/Windows-0078D6?style=for-the-badge\u0026logo=windows\u0026logoColor=white)\n\n[![Source](https://img.shields.io/badge/source%20code-github-lightgrey?style=for-the-badge)](https://github.com/aeturrell/specification_curve)\n\n[Go to the full documentation for **Specification Curve**](https://aeturrell.github.io/specification_curve/).\n\n## Quickstart\n\nYou can try out specification curve right now in [Google Colab](https://colab.research.google.com/github/aeturrell/specification_curve/blob/master/docs/features.ipynb). To install the package in Colab, run `!pip install specification_curve` in a new code cell.\n\nAlternatively you can see examples on the [features page](https://aeturrell.github.io/specification_curve/features.html) of the documentation.\n\n## Installation\n\nYou can install **Specification Curve** via pip:\n\n```bash\npip install specification-curve\n```\n\nTo install the development version from git, use:\n\n```bash\npip install git+https://github.com/aeturrell/specification_curve.git\n```\n\n## Citing Specification Curve\n\nYou can find full citation information at the following link: [https://zenodo.org/badge/latestdoi/282989537](https://zenodo.org/badge/latestdoi/282989537).\n\nUsing **Specification Curve** in your paper? Let us know by raising an issue beginning with \"citation\".\n\n## License\n\nDistributed under the terms of the [MIT license](https://opensource.org/licenses/MIT).\n\n## Similar Packages\n\nIn RStats, there is [specr](https://github.com/masurp/specr) (which inspired many design choices in this package) and [spec_chart](https://github.com/ArielOrtizBobea/spec_chart). Some of the example data in this package is the same as in specr, but please note that results have not been cross-checked across packages.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faeturrell%2Fspecification_curve","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faeturrell%2Fspecification_curve","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faeturrell%2Fspecification_curve/lists"}