Skip to main content

darkflipper logo

Flip the dark side of statistics in cosmology. Figures of Merit, Bias, and statistical diagnostics such as p-values and much more.


🐬 What is darkflipper?

darkflipper is a lightweight Python package delivering essential statistical tools for cosmology at ease:

It’s designed for scientists who:

  • are investigating systematics in cosmological data
  • care about Figures of Merit and Figures of Bias in cosmological inference
  • want results that are robust, transparent, and publication-ready without worrying about definitions

📦 Installation

One command.

pip install darkflipper

🧩 Requirements

darkflipper plays nicely with the standard packages:

  • Python ≥ 3.8
  • numpy
  • scipy
  • matplotlib
  • getdist
  • shapely

🤝 Contributing

Want to help shape the dark side? We’d love to have you.

  1. Open an issue to discuss your idea — new feature, new statistics, or all-dreamy thought
  2. Create a feature branch
    git checkout -b feature/your-feature-name
    
  3. Commit your work
    git commit -m "Add awesome feature"
    
  4. Push it
    git push origin feature/your-feature-name
    
  5. Open a pull request and let’s flip it together ✨

🤝 Contributors

Juan Claramunt
Juan Claramunt

🤔 👀
Guadalupe Cañas-Herrera
Guadalupe Cañas-Herrera

💻 🐛 📖
Santiago Casas
Santiago Casas

🤔 💻

Metadata

Release files for darkflipper 0.0.4

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for darkflipper 0.0.4
File Size Uploaded
darkflipper-0.0.4.tar.gz 305.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for darkflipper 0.0.4
File Interpreter ABI Platform
darkflipper-0.0.4-py3-none-any.whl Python 3 none any Details

Total release size: 314.0 kB

Release files / darkflipper-0.0.4.tar.gz

Download URL darkflipper-0.0.4.tar.gz
Size 305.6 kB
Tags Source
SHA-256 checksum
How to use checksums
30159116d275008eafed181b1bb2e70e97b6e5e07c922283eb658ec18d4a41eb
BLAKE2b-256 checksum
How to use checksums
c4761643344211d1032f53969b0e6a623a2967ee777776f7986b249150f9e6b3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.7

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Mar 9, 2026.

Transparency log

Release files / darkflipper-0.0.4-py3-none-any.whl

Download URL darkflipper-0.0.4-py3-none-any.whl
Size 8.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
68a48c82ca01d6951b3bee0c596eec0052bd3e7d648cc629c2587847a828004b
BLAKE2b-256 checksum
How to use checksums
dc26175acde60f497516d9af17a7d39fc352d3d4037f836f0e8b8dcb7063980a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.7

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Mar 9, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.0.4 This release

2 release files

0.0.3

2 release files

0.0.2

2 release files

0.0.1

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page