Orpheus is python package for the calculation of second- third- and fourth-order correlation functions of scalar and polar fields such as weak lensing shear. To efficiently perform the calculations, orpheus makes use of a mulitpole decomposition of the N>2 correlation functions and uses parallelized C code for the heavy lifting.
Installation, Documentation and Examples
Installation steps, documentation and examples are provided at orpheus.readthedocs.io.
Installation
orpheus is on pypi:
pip install orpheus-npcf
Building from source instead compiles a parallelised C/C++ extension at install
time. Besides the python requirements you therefore need a C compiler with
OpenMP support (GCC, or Clang together with libomp). No external C libraries
are needed: the small HEALPix subset used by the curved-sky estimators is
shipped with orpheus, in orpheus/src/healpix/.
Then clone the repository via
git clone git@github.com:lporth93/orpheus.git
or
git clone https://github.com/lporth93/orpheus.git
navigate to the cloned directory and install:
cd orpheus
pip install .
Documentation
In the documentation you find more information about the algorithms and approximation schemes employed in orpheus, as well as a series of jupyter notebooks that give examples of how to use the different estimators implemented in orpheus.
Using the code
As at this moment there is no dedicated orpheus paper, please cite the paper that introduced the functionality implemented in orpheus:
- If you use the three-point functionality, please cite Porth+2024
- If you use the four-point functionality, please cite Porth+2025 and Silvestre-Rosello+2025
- If you use the direct estimator functionality, please cite Porth & Smith 2022
- If you use the two-point functionality, please provide a reference to the official GitHub repository in a footnote
- If you use the fully spherical estimators, please also cite the original HEALPix paper: Gorski+2005
In each of the papers, you can find the main equations implemented in orpheus.
1 maintainer
Metadata
1 maintainer
Release files for orpheus-npcf 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| orpheus_npcf-0.3.0.tar.gz | 293.5 kB | Details |
Built distributions (wheels)
Total release size: 58.7 MB
Release files / orpheus_npcf-0.3.0.tar.gz
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No |
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Release files / orpheus_npcf-0.3.0-cp312-cp312-macosx_15_0_x86_64.whl
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twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp312-cp312-macosx_15_0_arm64.whl
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Release files / orpheus_npcf-0.3.0-cp312-cp312-macosx_14_0_arm64.whl
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No |
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Release files / orpheus_npcf-0.3.0-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | orpheus_npcf-0.3.0-cp311-cp311-musllinux_1_2_x86_64.whl |
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No |
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twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | orpheus_npcf-0.3.0-cp311-cp311-musllinux_1_2_aarch64.whl |
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| Size | 2.5 MB |
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No |
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Release files / orpheus_npcf-0.3.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | orpheus_npcf-0.3.0-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
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Release files / orpheus_npcf-0.3.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
| Download URL | orpheus_npcf-0.3.0-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 1.5 MB |
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No |
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twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp311-cp311-macosx_26_0_x86_64.whl
| Download URL | orpheus_npcf-0.3.0-cp311-cp311-macosx_26_0_x86_64.whl |
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| Size | 768.7 kB |
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No |
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twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp311-cp311-macosx_26_0_arm64.whl
| Download URL | orpheus_npcf-0.3.0-cp311-cp311-macosx_26_0_arm64.whl |
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| Size | 689.5 kB |
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No |
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twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp311-cp311-macosx_15_0_x86_64.whl
| Download URL | orpheus_npcf-0.3.0-cp311-cp311-macosx_15_0_x86_64.whl |
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| Size | 759.9 kB |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp311-cp311-macosx_15_0_arm64.whl
| Download URL | orpheus_npcf-0.3.0-cp311-cp311-macosx_15_0_arm64.whl |
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| Size | 678.3 kB |
| Tags | CPython 3.11 macOS 15.0+ ARM64 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp311-cp311-macosx_14_0_arm64.whl
| Download URL | orpheus_npcf-0.3.0-cp311-cp311-macosx_14_0_arm64.whl |
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| Size | 681.1 kB |
| Tags | CPython 3.11 macOS 14.0+ ARM64 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | orpheus_npcf-0.3.0-cp310-cp310-musllinux_1_2_x86_64.whl |
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| Size | 2.6 MB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp310-cp310-musllinux_1_2_aarch64.whl
| Download URL | orpheus_npcf-0.3.0-cp310-cp310-musllinux_1_2_aarch64.whl |
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| Size | 2.5 MB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | orpheus_npcf-0.3.0-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 1.6 MB |
| Tags | CPython 3.10 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
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Release files / orpheus_npcf-0.3.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
| Download URL | orpheus_npcf-0.3.0-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 1.5 MB |
| Tags | CPython 3.10 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
|
Release files / orpheus_npcf-0.3.0-cp310-cp310-macosx_26_0_x86_64.whl
| Download URL | orpheus_npcf-0.3.0-cp310-cp310-macosx_26_0_x86_64.whl |
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| Size | 768.7 kB |
| Tags | CPython 3.10 macOS 26.0+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
|
Release files / orpheus_npcf-0.3.0-cp310-cp310-macosx_26_0_arm64.whl
| Download URL | orpheus_npcf-0.3.0-cp310-cp310-macosx_26_0_arm64.whl |
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| Size | 689.5 kB |
| Tags | CPython 3.10 macOS 26.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
|
Release files / orpheus_npcf-0.3.0-cp310-cp310-macosx_15_0_x86_64.whl
| Download URL | orpheus_npcf-0.3.0-cp310-cp310-macosx_15_0_x86_64.whl |
|---|---|
| Size | 759.9 kB |
| Tags | CPython 3.10 macOS 15.0+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
|
Release files / orpheus_npcf-0.3.0-cp310-cp310-macosx_15_0_arm64.whl
| Download URL | orpheus_npcf-0.3.0-cp310-cp310-macosx_15_0_arm64.whl |
|---|---|
| Size | 678.4 kB |
| Tags | CPython 3.10 macOS 15.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
|
Release files / orpheus_npcf-0.3.0-cp310-cp310-macosx_14_0_arm64.whl
| Download URL | orpheus_npcf-0.3.0-cp310-cp310-macosx_14_0_arm64.whl |
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| Size | 681.1 kB |
| Tags | CPython 3.10 macOS 14.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.11.15
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