fvGP

PyPI Documentation Status fvGP CI Codecov PyPI - License DOI

Python package for highly flexible function-valued Gaussian processes (fvGP)

It is recommended to use this package via gpCAM.

Specialties: Extreme-Scale GPs, GPs Tailored for HPC training, Advanced Kernel Designs, Domain-Aware Stochastic Function Approximation

Coming soon: All those capabilities for stochastic manifold learning

fvGP holds the world record for exact large-scale Gaussian Processes!

Credits

This code was developed with help from Ron Pandolfi (LBNL), Mark Risser (LBNL), Hengrui Luo (Rice U.), and Vardaan Tekriwal (UCB).

Additional contributions and insights came from across the community, in particular, Kevin Yager, Masafumi Fukuto, and their teams (Brookhaven National Lab).

We acknowledge support from several DOE ASCR, BER, and BES projects, including CAMERA (James Sethian), SPECTRA (Sherry Li), and CASCADE (Bill Collins), as well as support directly from Lawrence Berkeley National Laboratory.

This package uses the HGDL package of David Perryman and Marcus Noack, which is based on the HGDN algorithm by Noack and Funke.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for MarcusMichaelNoack from gravatar.com MarcusMichaelNoack Avatar for ronpandolfi from gravatar.com ronpandolfi

Credits

Author/Maintainer: Marcus Michael Noack

License

GNU General Public License v3 or later (GPLv3+) (*** License Agreement ***)

Requires

Python >=3.10

Provides Extra

docs plotting preconditioners tests

Tags

adaptive autonomous gui qt self driving

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for MarcusMichaelNoack from gravatar.com MarcusMichaelNoack Avatar for ronpandolfi from gravatar.com ronpandolfi

Credits

Author/Maintainer: Marcus Michael Noack

License

GNU General Public License v3 or later (GPLv3+) (*** License Agreement ***)

Requires

Python >=3.10

Provides Extra

docs plotting preconditioners tests

Tags

adaptive autonomous gui qt self driving

Classifiers

Report project as malware

Release files for fvgp 4.9.3

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

Source distribution (sdist)

Source distribution for fvgp 4.9.3
File Size Uploaded
fvgp-4.9.3.tar.gz 215.1 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for fvgp 4.9.3
File Interpreter ABI Platform
fvgp-4.9.3-py3-none-any.whl 178.9 kB Python 3 none any Details

Total release size: 394.0 kB

Release files / fvgp-4.9.3.tar.gz

Download URL fvgp-4.9.3.tar.gz
Size 215.1 kB
Tags Source
SHA-256 checksum
How to use checksums 		fca1228773dd254a8fdc753a3c8e8c49a5c446a8db3c43d1ff828e7def5c0563
BLAKE2b-256 checksum
How to use checksums 		858017d1629c24cb8e51cfb890d27457981eca173b56ee4a3775696bd3a55456
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / fvgp-4.9.3-py3-none-any.whl

Download URL fvgp-4.9.3-py3-none-any.whl
Size 178.9 kB
Tags Python 3
SHA-256 checksum
How to use checksums 		4e9f4ece9c7b8a095e677bb05f960cc459e06c432921cae7898c6e0cdfaab361
BLAKE2b-256 checksum
How to use checksums 		b71748349108833a731a5afd7240e0671d4860fc6b4c5dd7b66519b219ce59cb
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing? 		No
Uploaded via twine/7.0.0 CPython/3.13.14

Release history Release notifications | RSS feed

Yanked

7.4.9

2 release files

Yanked

7.4.8

2 release files

Yanked

6.0.1

2 release files

This release

4.9.3 This release

2 release files

4.9.2

2 release files

4.9.1

2 release files

4.9.0

2 release files

4.8.8

2 release files

4.8.7

2 release files

4.8.6

2 release files

4.8.5

2 release files

4.8.4

2 release files

4.8.3

2 release files

4.8.2

2 release files

4.8.1

2 release files

4.8.0

2 release files

4.7.9

2 release files

4.7.8

2 release files

4.7.7

2 release files

4.7.6

2 release files

4.7.5

2 release files

4.7.4

2 release files

4.7.3

2 release files

4.7.2

2 release files

4.7.1

2 release files

4.7.0

2 release files

4.6.11

2 release files

4.6.10

2 release files

4.6.9

2 release files

4.6.8

2 release files

4.6.7

2 release files

4.6.6

2 release files

4.6.5

2 release files

4.6.4

2 release files

4.6.3

2 release files

4.6.2

2 release files

4.6.1

2 release files

4.6.0

2 release files

4.5.8

2 release files

4.5.7

2 release files

4.5.6

2 release files

4.5.5

2 release files

4.5.4

2 release files

4.5.3

2 release files

4.5.2

2 release files

4.5.1

2 release files

4.5.0

2 release files

4.4.3

2 release files

4.4.2

2 release files

4.4.1

2 release files

4.4.0

2 release files

4.3.5

2 release files

4.3.4

2 release files

4.3.3

2 release files

4.3.2

2 release files

4.3.1

2 release files

4.3.0

2 release files

4.2.14

2 release files

4.2.13

2 release files

4.2.12

2 release files

4.2.11

2 release files

4.2.10

2 release files

4.2.9

2 release files

4.2.8

2 release files

4.2.7

2 release files

4.2.6

2 release files

4.2.5

2 release files

4.2.4

2 release files

4.2.3

2 release files

4.2.2

2 release files

4.2.1

2 release files

4.2.0

2 release files

4.1.3

2 release files

4.1.2

2 release files

4.1.1

2 release files

4.1.0

2 release files

4.0.12

2 release files

4.0.11

2 release files

4.0.10

2 release files

4.0.9

2 release files

4.0.8

2 release files

4.0.7

2 release files

4.0.6

2 release files

4.0.5

2 release files

4.0.4

2 release files

4.0.3

2 release files

4.0.2

2 release files

4.0.1

2 release files

4.0.0

2 release files

3.3.8

2 release files

3.3.7

2 release files

3.3.6

2 release files

3.3.5

2 release files

3.3.4

2 release files

3.3.3

2 release files

3.3.2

2 release files

3.3.1

2 release files

3.3.0

2 release files

3.2.11

2 release files

3.2.8

2 release files

3.2.7

2 release files

3.2.6

2 release files

3.2.5

2 release files

3.2.4

2 release files

3.2.3

2 release files

3.2.2

2 release files

3.2.1

2 release files

3.2.0

2 release files

3.1.3

2 release files

3.1.2

2 release files

3.1.1

2 release files

3.1.0

2 release files

3.0.5

2 release files

3.0.4

2 release files

3.0.3

2 release files

3.0.2

2 release files

3.0.1

2 release files

3.0.0

2 release files

2.3.8

2 release files

2.3.7

2 release files

2.3.6

2 release files

2.3.5

2 release files

2.3.4

2 release files

2.3.3

2 release files

2.3.2

2 release files

2.3.1

2 release files

2.3.0

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