celerite2
celerite is an algorithm for fast and scalable Gaussian Process (GP) Regression in one dimension and this library, celerite2 is a re-write of the original celerite project to improve numerical stability and integration with various machine learning frameworks. Documentation for this version can be found here. This new implementation includes interfaces in Python and C++, with full support for PyMC (v3 and v4) and JAX.
This documentation won't teach you the fundamentals of GP modeling but the best resource for learning about this is available for free online: Rasmussen & Williams (2006). Similarly, the celerite algorithm is restricted to a specific class of covariance functions (see the original paper for more information and a recent generalization for extensions to structured two-dimensional data). If you need scalable GPs with more general covariance functions, GPyTorch might be a good choice.
1 maintainer
Release files for celerite2 0.3.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| celerite2-0.3.3.tar.gz | 3.1 MB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| celerite2-0.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| celerite2-0.3.3-cp314-cp314t-macosx_11_0_arm64.whl | CPython 3.14 | CPython 3.14 free-threading | macOS 11.0+ ARM64 | Details |
| celerite2-0.3.3-cp314-cp314-win_amd64.whl | CPython 3.14 | CPython 3.14 | Windows x86-64 | Details |
| celerite2-0.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 | Details |
| celerite2-0.3.3-cp314-cp314-macosx_11_0_arm64.whl | CPython 3.14 | CPython 3.14 | macOS 11.0+ ARM64 | Details |
| celerite2-0.3.3-cp313-cp313-win_amd64.whl | CPython 3.13 | CPython 3.13 | Windows x86-64 | Details |
| celerite2-0.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 | Details |
| celerite2-0.3.3-cp313-cp313-macosx_11_0_arm64.whl | CPython 3.13 | CPython 3.13 | macOS 11.0+ ARM64 | Details |
| celerite2-0.3.3-cp312-cp312-win_amd64.whl | CPython 3.12 | CPython 3.12 | Windows x86-64 | Details |
| celerite2-0.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| celerite2-0.3.3-cp312-cp312-macosx_11_0_arm64.whl | CPython 3.12 | CPython 3.12 | macOS 11.0+ ARM64 | Details |
| celerite2-0.3.3-cp311-cp311-win_amd64.whl | CPython 3.11 | CPython 3.11 | Windows x86-64 | Details |
| celerite2-0.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| celerite2-0.3.3-cp311-cp311-macosx_11_0_arm64.whl | CPython 3.11 | CPython 3.11 | macOS 11.0+ ARM64 | Details |
Total release size: 13.8 MB
Release files / celerite2-0.3.3.tar.gz
| Download URL | celerite2-0.3.3.tar.gz |
|---|---|
| Size | 3.1 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
794208355023c742f1b95e5478535eace1ca2e698cbdfd4757b541e23742384f
|
|
BLAKE2b-256 checksum How to use checksums |
3b332df25582cafd49dc61f4fbe540250011590b7f6459299c2f96133522e981
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | celerite2-0.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 738.2 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
61bbcd1bfefa25711d8013bb1610ebfe7f94d2a6efce71292771ad64634f45d8
|
|
BLAKE2b-256 checksum How to use checksums |
04a86feeeeaed40f1313db19173b9bface650ad1b289b2d440aea958d39aa672
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp314-cp314t-macosx_11_0_arm64.whl
| Download URL | celerite2-0.3.3-cp314-cp314t-macosx_11_0_arm64.whl |
|---|---|
| Size | 700.3 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
a8219b291715fdc7c5c326d5c7a1508fb148577c4cde4da3ef5b50d323aee3ea
|
|
BLAKE2b-256 checksum How to use checksums |
16d8eb432a79972b6ad8a60306dc1f06dd67abdfb093be952e16af691b1541e6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp314-cp314-win_amd64.whl
| Download URL | celerite2-0.3.3-cp314-cp314-win_amd64.whl |
|---|---|
| Size | 915.9 kB |
| Tags | CPython 3.14 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
9d13c4216c455dfa35e4ef5421370d241b79371aa157a29ecc50b9bcbc4186c8
|
|
BLAKE2b-256 checksum How to use checksums |
4c652d0152267ab351716c35dc981d6ff3ad9562ac9fb731e6937b10801b6cd4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | celerite2-0.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 735.5 kB |
| Tags | CPython 3.14 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
592440f017a75fffedf518840ecaece9e57ece7be3d53a17ae6869c96951cf5d
|
|
BLAKE2b-256 checksum How to use checksums |
6a45dc3556bfa75550c503ed2c3a069bb891f65bd5c5515e05bd5e13b3cddcde
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | celerite2-0.3.3-cp314-cp314-macosx_11_0_arm64.whl |
|---|---|
| Size | 687.7 kB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
7cdd0f1abafad933cc858b6d25d8a23e7de90a425cda31c5ea48e4d0659bad80
|
|
BLAKE2b-256 checksum How to use checksums |
d68d95797dcbaf9129acaff72ca8b4b216e3980053e2e9a6ff73b1d82fac0c3a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp313-cp313-win_amd64.whl
| Download URL | celerite2-0.3.3-cp313-cp313-win_amd64.whl |
|---|---|
| Size | 892.8 kB |
| Tags | CPython 3.13 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
d01127a97a4d1075b1f9323bea108fdab72d16614c7c6b9dca5c69650660daec
|
|
BLAKE2b-256 checksum How to use checksums |
7e88a3c8725836db525fae30a118eb02a512d016e0b93f0b429ec15a95fe7eb0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | celerite2-0.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 735.2 kB |
| Tags | CPython 3.13 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
d0672edc16bed7dfc6965db85dfa12c47d3d336631c79fb10d3e67c14d15f4fd
|
|
BLAKE2b-256 checksum How to use checksums |
4dc5ac57e1a2abdf538d0e4327a7bffbc27be1b76e65e546be2ead3d1a6db4d0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | celerite2-0.3.3-cp313-cp313-macosx_11_0_arm64.whl |
|---|---|
| Size | 687.0 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
10451cc2d0a51588fc5fe42ab6f7bbbf9369c77013a67c0d3000eaffdcf52804
|
|
BLAKE2b-256 checksum How to use checksums |
a5d924779564034c3e4232ee3edb155a65d90208225bb6976a47fe61c0795e1a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp312-cp312-win_amd64.whl
| Download URL | celerite2-0.3.3-cp312-cp312-win_amd64.whl |
|---|---|
| Size | 892.7 kB |
| Tags | CPython 3.12 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
81037873b7bae3f566c1e04deef5076db6473c9c19013ef815ccc0cf27fec157
|
|
BLAKE2b-256 checksum How to use checksums |
d08d0b2b716fe58ce1e01d286cc87e7a53b0767793da3415039697520a6329d6
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | celerite2-0.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 735.0 kB |
| Tags | CPython 3.12 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
151aa79ed968c41105858d9e06914dbf37e9e77661ac056c68203dacaab97cd7
|
|
BLAKE2b-256 checksum How to use checksums |
aba4083cfc7010b038b797b36038c7aceabe2ae1e7d2fdcd09e38ea5197f7660
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | celerite2-0.3.3-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 686.9 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
41a0e96946eebf2ac7373534d7b8b0c57a0cd21dbb597018233e780f9e1708c4
|
|
BLAKE2b-256 checksum How to use checksums |
6015bba1798259c0e2dd84a74233e528ad0483dad7df3679c5efc704ec90aeac
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp311-cp311-win_amd64.whl
| Download URL | celerite2-0.3.3-cp311-cp311-win_amd64.whl |
|---|---|
| Size | 883.8 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
d69a07345d634305eec1669cf4068642231d9a61925b2d0003a6c6e38360a6a2
|
|
BLAKE2b-256 checksum How to use checksums |
10696d14b8ca2331b745acc801fa99026e743bb8e127b063c36e36c0f1910851
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | celerite2-0.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 730.8 kB |
| Tags | CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
ec0919e12dcade861907df75e5d1e73bef85385bafcd05cb342e1af682c30f16
|
|
BLAKE2b-256 checksum How to use checksums |
4f8a334a286168da2740f40053babe87650404cbf1c5ed0f86bc7eb132a480d9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency logRelease files / celerite2-0.3.3-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | celerite2-0.3.3-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 683.4 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
f3d624e3d8ac2c3a27cfbf0db240f13eae84682d129bd31f299d60f6912dc975
|
|
BLAKE2b-256 checksum How to use checksums |
a79cd7e95756b9fb1ef6d815436ab45bfac679b6e60e2eb828afc59f04d6f04a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.13
|
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 Jul 12, 2026.
Transparency log
