egobox

gaussian-processes global-optimization latin-hypercube-sampling mixture-of-experts surrogate-models

Score: 19.80055716407748

Last synced: about 16 hours ago
JSON representation

Repository metadata:

Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods

Host: GitHub
URL: https://github.com/relf/egobox
Owner: relf
License: apache-2.0
Created: 2020-08-27T08:07:45.000Z (almost 6 years ago)
Default Branch: master
Last Pushed: 2026-06-17T12:05:36.000Z (5 days ago)
Last Synced: 2026-06-17T13:27:51.045Z (5 days ago)
Topics: gaussian-processes, global-optimization, latin-hypercube-sampling, mixture-of-experts, surrogate-models
Language: Rust
Homepage: https://joss.theoj.org/papers/10.21105/joss.04737
Size: 17.2 MB
Stars: 180
Watchers: 2
Forks: 11
Open Issues: 18
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Citation: CITATION.cff

Owner metadata:

Name: Rémi Lafage
Login: relf
Email:
Kind: user
Description: Research engineer at ONERA, working on tools related to multi-disciplinary optimization for overall vehicle design.
Website:
Location: Toulouse, France
Twitter:
Company: ONERA
Icon url: https://avatars.githubusercontent.com/u/1198802?v=4
Repositories: 27
Last Synced at: 2024-04-21T08:06:39.063Z
Profile URL: https://github.com/relf

GitHub Events

Total

Create event: 23
Delete event: 25
Issue comment event: 3
Issues event: 5
Pull request event: 29
Pull request review comment event: 8
Pull request review event: 1
Push event: 73
Total: 167

Last Year

Create event: 23
Delete event: 25
Issue comment event: 3
Issues event: 5
Pull request event: 29
Pull request review comment event: 8
Pull request review event: 1
Push event: 73
Total: 167

Committers metadata

Last synced: 11 days ago

Total Commits: 728
Total Committers: 7
Avg Commits per committer: 104.0
Development Distribution Score (DDS): 0.022

Commits in past year: 162
Committers in past year: 5
Avg Commits per committer in past year: 32.4
Development Distribution Score (DDS) in past year: 0.043

Name	Email	Commits
relf	r**e@o**r	712
dependabot[bot]	4****]	10
Jonas Pleyer	5****r	2
jomorlier	j**r@i**r	1
Jusong Yu	j**u@g**m	1
Copilot	1****t	1
Arfon Smith	a****n	1

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 34
Total pull requests: 430
Average time to close issues: about 1 month
Average time to close pull requests: 6 days
Total issue authors: 16
Total pull request authors: 8
Average comments per issue: 2.38
Average comments per pull request: 0.22
Merged pull request: 325
Bot issues: 2
Bot pull requests: 91

Past year issues: 7
Past year pull requests: 114
Past year average time to close issues: 26 days
Past year average time to close pull requests: 4 days
Past year issue authors: 5
Past year pull request authors: 6
Past year average comments per issue: 1.57
Past year average comments per pull request: 0.3
Past year merged pull request: 65
Past year bot issues: 0
Past year bot pull requests: 37

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/relf/egobox

Top Issue Authors

relf (14)
unkcpz (4)
jonaspleyer (2)
dependabot[bot] (2)
YuhanLiin (1)
wangjiawen2013 (1)
Zcaic (1)
kyle-messier (1)
DavePearce (1)
s4ksb (1)
quietlychris (1)
brurucy (1)
schliffen (1)
MonPetitCanardArcEnCiel (1)
janroden (1)

Top Pull Request Authors

relf (326)
dependabot[bot] (91)
unkcpz (3)
jonaspleyer (3)
jomorlier (2)
zao111222333 (2)
Mayousk (2)
arfon (1)

Top Issue Labels

enhancement (3)
dependencies (2)
rust (2)
ego (1)
bug (1)
gp (1)
doe (1)

Top Pull Request Labels

dependencies (91)
rust (69)
github_actions (13)

Package metadata

Total packages: 7
Total downloads:
- cargo: 279,283 total
- pypi: 7,451 last-month
Total dependent packages: 13 (may contain duplicates)
Total dependent repositories: 5 (may contain duplicates)
Total versions: 303
Total maintainers: 2

pypi.org: egobox

Homepage: https://github.com/relf/egobox
Documentation: https://egobox.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.37.3 (published about 2 months ago)
Last Synced: 2026-05-06T19:02:33.255Z (about 2 months ago)
Versions: 62
Dependent Packages: 3
Dependent Repositories: 1
Downloads: 7,451 Last month
Rankings:
- Downloads: 6.658%
- Dependent packages count: 10.126%
- Stargazers count: 10.4%
- Average: 14.271%
- Dependent repos count: 21.535%
- Forks count: 22.64%
Maintainers (1)
- relf

crates.io: egobox-doe

A library for design of experiments

Homepage: https://github.com/relf/egobox
Documentation: https://docs.rs/egobox-doe/
Licenses: Apache-2.0
Latest release: 0.35.1 (published 3 months ago)
Last Synced: 2026-06-14T05:06:16.959Z (8 days ago)
Versions: 50
Dependent Packages: 4
Dependent Repositories: 1
Downloads: 76,154 Total
Rankings:
- Dependent packages count: 7.413%
- Dependent repos count: 16.479%
- Stargazers count: 18.644%
- Average: 19.668%
- Downloads: 25.001%
- Forks count: 30.803%
Maintainers (1)
- relf

crates.io: egobox-gp

A library for gaussian process modeling

Homepage: https://github.com/relf/egobox
Documentation: https://docs.rs/egobox-gp/
Licenses: Apache-2.0
Latest release: 0.36.1 (published 3 months ago)
Last Synced: 2026-06-10T01:00:20.824Z (13 days ago)
Versions: 51
Dependent Packages: 3
Dependent Repositories: 1
Downloads: 64,866 Total
Rankings:
- Dependent packages count: 9.151%
- Dependent repos count: 16.479%
- Stargazers count: 18.644%
- Average: 20.422%
- Downloads: 27.032%
- Forks count: 30.803%
Maintainers (1)
- relf

crates.io: egobox-moe

A library for mixture of expert gaussian processes

Homepage: https://github.com/relf/egobox
Documentation: https://docs.rs/egobox-moe/
Licenses: Apache-2.0
Latest release: 0.35.1 (published 4 months ago)
Last Synced: 2026-06-14T15:41:43.092Z (8 days ago)
Versions: 51
Dependent Packages: 2
Dependent Repositories: 1
Downloads: 50,471 Total
Rankings:
- Dependent packages count: 12.237%
- Dependent repos count: 16.479%
- Stargazers count: 18.644%
- Average: 21.429%
- Downloads: 28.98%
- Forks count: 30.803%
Maintainers (1)
- relf

crates.io: egobox-ego

A library for efficient global optimization

Homepage: https://github.com/relf/egobox
Documentation: https://docs.rs/egobox-ego/
Licenses: Apache-2.0
Latest release: 0.37.0 (published 4 months ago)
Last Synced: 2026-06-10T11:28:09.397Z (12 days ago)
Versions: 53
Dependent Packages: 1
Dependent Repositories: 1
Downloads: 49,071 Total
Rankings:
- Dependent repos count: 16.479%
- Dependent packages count: 18.168%
- Stargazers count: 18.644%
- Average: 23.352%
- Forks count: 30.803%
- Downloads: 32.667%
Maintainers (1)
- relf

crates.io: gpqa

Utility to assess Egor GPs quality saved using GP recorder

Homepage: https://github.com/relf/egobox
Documentation: https://docs.rs/gpqa/
Licenses: Apache-2.0
Latest release: 0.2.1 (published 6 months ago)
Last Synced: 2026-06-11T03:46:57.749Z (11 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 239 Total
Rankings:
- Stargazers count: 12.089%
- Forks count: 16.371%
- Dependent repos count: 19.56%
- Dependent packages count: 25.863%
- Average: 33.593%
- Downloads: 94.083%
Maintainers (1)
- relf

crates.io: egobox

A python binding for egobox crates

Homepage: https://github.com/relf/egobox
Documentation: https://docs.rs/egobox/
Licenses: Apache-2.0
Latest release: (published about 1 month ago)
Last Synced: 2026-06-13T01:00:23.851Z (10 days ago)
Versions: 34
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 38,482 Total
Rankings:
- Stargazers count: 21.39%
- Forks count: 24.76%
- Dependent repos count: 29.318%
- Dependent packages count: 33.812%
- Average: 34.631%
- Downloads: 63.875%
Maintainers (1)
- relf

Dependencies

Cargo.toml cargo

anyhow =1.0.48
egobox-doe 0.3.0
egobox-ego 0.3.0
egobox-gp 0.3.0
egobox-moe 0.3.0
env_logger 0.9
finitediff 0.1
libm 0.2
linfa 0.6.0
log 0.4
ndarray 0.15
ndarray-rand 0.14
numpy 0.15.0
pyo3 0.15.1
pyo3-log 0.5.0
rand_isaac 0.3

doe/Cargo.toml cargo

linfa 0.6.0
ndarray 0.15
ndarray-rand 0.14
ndarray-stats 0.5
num-traits 0.2
rand_isaac 0.3

ego/Cargo.toml cargo

egobox-doe 0.3.0
egobox-gp 0.3.0
egobox-moe 0.3.0
env_logger 0.9
finitediff 0.1
libm 0.2
linfa 0.6.0
linfa-linalg 0.1
linfa-pls 0.6.0
log 0.4
ndarray 0.15
ndarray-linalg 0.14
ndarray-npy 0.8
ndarray-rand 0.14
ndarray-stats 0.5
nlopt 0.5.3
rand_isaac 0.3
rawpointer 0.2
serde 1
serde_json 1
thiserror 1
typetag 0.1

gp/Cargo.toml cargo

cobyla 0.1.2
egobox-doe 0.3.0
linfa 0.6.0
linfa-linalg 0.1
linfa-pls 0.6.0
ndarray 0.15
ndarray-linalg 0.14
ndarray-npy 0.8
ndarray-rand 0.14
ndarray-stats 0.5
ndarray_einsum_beta 0.7
nlopt 0.5.3
num-traits 0.2
paste 1.0
rand_isaac 0.3
serde 1.0
thiserror 1

moe/Cargo.toml cargo

bitflags 1.3
egobox-doe 0.3.0
egobox-gp 0.3.0
env_logger 0.9
linfa 0.6.0
linfa-clustering 0.6.0
linfa-linalg 0.1
linfa-pls 0.6.0
log 0.4
ndarray 0.15
ndarray-linalg 0.14
ndarray-npy 0.8
ndarray-rand 0.14
ndarray-stats 0.5
paste 1.0
rand_isaac 0.3
serde 1
serde_json 1
thiserror 1
typetag 0.1

pyproject.toml pypi

pytest ^6.2 develop
numpy >=1.18
python >=3.7

.github/workflows/lint.yml actions

actions-rs/cargo v1 composite
actions-rs/toolchain v1 composite
actions/checkout v2 composite

.github/workflows/pytest.yml actions

KyleMayes/install-llvm-action v1 composite
actions-rs/toolchain v1 composite
actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/test.yml actions

KyleMayes/install-llvm-action v1 composite
actions-rs/cargo v1 composite
actions-rs/toolchain v1 composite
actions/checkout v2 composite

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