https://github.com/hyperopt/hyperopt

hacktoberfest

Score: 30.729895204232665

Last synced: 1 day ago
JSON representation

Repository metadata:

Distributed Asynchronous Hyperparameter Optimization in Python

Host: GitHub
URL: https://github.com/hyperopt/hyperopt
Owner: hyperopt
License: other
Created: 2011-09-06T22:24:59.000Z (about 15 years ago)
Default Branch: master
Last Pushed: 2026-10-26T22:06:13.000Z (7 days ago)
Last Synced: 2026-10-27T10:18:26.643Z (7 days ago)
Topics: hacktoberfest
Language: Python
Homepage: http://hyperopt.github.io/hyperopt
Size: 6.04 MB
Stars: 7,597
Watchers: 110
Forks: 1,077
Open Issues: 15
Metadata Files:
- Readme: README.md
- License: LICENSE.txt

Owner metadata:

Name: hyperopt
Login: hyperopt
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/5280805?v=4
Repositories: 9
Last Synced at: 2026-10-29T08:08:25.964Z
Profile URL: https://github.com/hyperopt

GitHub Events

Total

Commit comment event: 1
Fork event: 28
Issue comment event: 123
Issues event: 143
Pull request event: 7
Push event: 17
Watch event: 319
Total: 638

Last Year

Fork event: 1
Issues event: 3
Pull request event: 1
Push event: 9
Watch event: 67
Total: 81

Committers metadata

Last synced: 2 days ago

Total Commits: 1,074
Total Committers: 107
Avg Commits per committer: 10.037
Development Distribution Score (DDS): 0.435

Commits in past year: 16
Committers in past year: 5
Avg Commits per committer in past year: 3.2
Development Distribution Score (DDS) in past year: 0.375

Name	Email	Commits
James Bergstra	j**a@g**m	607
Dan Yamins	d**s@g**m	110
Max Pumperla	m**a@g**m	84
marload	r**8@g**m	44
WeichenXu	w**u@d**m	17
David Warde-Farley	w**r@i**a	11
Hristijan Bogoevski	h**i@g**m	11
Carli* Freudenberg	k**d@p**e	10
Aarni Koskela	a**x@i**i	8
Marc Torrellas	m**o@g**m	7
lu-wang-dl	l**g@d**m	6
Michael Mior	m**r@m**u	6
Liang Zhang	l**g@d**m	6
Hannes Schulz	s**z@a**e	6
Christian Clauss	c**s@m**m	6
Brent Komer	b**r@g**m	5
Robert Parini	r**i@g**m	5
lx	l**b@g**m	4
Magda Stenius	s**y@g**m	4
mandjevant	3****t	4
Thomas Wiecki	t**i@g**m	4
Quentin	q**d@g**m	4
Philip May	e**o@g**m	3
LeowWB	4****B	3
Harish Rajagopal	h**s@g**m	3
Jake Bian	j**e@k**o	3
Will Groves	w**l@g**m	3
pre-commit-ci[bot]	6****]	3
Joseph Bradley	j**y@g**m	2
Andrej Palička	a**a@g**m	2
and 77 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 436
Total pull requests: 66
Average time to close issues: over 5 years
Average time to close pull requests: 7 months
Total issue authors: 333
Total pull request authors: 41
Average comments per issue: 3.34
Average comments per pull request: 1.44
Merged pull request: 32
Bot issues: 0
Bot pull requests: 8

Past year issues: 3
Past year pull requests: 12
Past year average time to close issues: 2 months
Past year average time to close pull requests: 2 months
Past year issue authors: 3
Past year pull request authors: 11
Past year average comments per issue: 2.33
Past year average comments per pull request: 1.33
Past year merged pull request: 3
Past year bot issues: 0
Past year bot pull requests: 1

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

Top Issue Authors

jaberg (44)
yamins81 (6)
dwf (5)
PhilipMay (4)
Arktius (4)
ghost (3)
guillaume-chevalier (3)
ernestum (3)
NormanTUD (3)
shaddyab (3)
david-waterworth (3)
genixpro (2)
microprediction (2)
consti-91 (2)
mathiasottenbreit (2)

Top Pull Request Authors

pre-commit-ci[bot] (8)
akx (4)
genixpro (3)
rharish101 (3)
stevetracvc (2)
bluestealth (2)
nikhilgupta0 (2)
FrankwaP (2)
ktz03 (2)
antoine-galataud (2)
freekboutkan-ah (2)
NickHilton (2)
WeichenXu123 (2)
zzz4zzz (2)
MorrisNein (2)

Top Issue Labels

Stale (349)
wishlist (14)
bug (10)
hacktoberfest (4)
doc wish (2)

Top Pull Request Labels

Stale (8)

Package metadata

Total packages: 24
Total downloads:
- conda: 885,613 total
- pypi: 1,768,355 last-month
Total docker downloads: 24,566,934
Total dependent packages: 147 (may contain duplicates)
Total dependent repositories: 2,125 (may contain duplicates)
Total versions: 82
Total maintainers: 5

nixpkgs-24.05: python311Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/hyperopt/default.nix#L46
Licenses: BSD-2-Clause
Latest release: 0.2.7 (published 9 months ago)
Last Synced: 2026-08-04T09:33:27.998Z (3 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 0.139%
- Stargazers count: 0.257%
- Forks count: 0.3%
Maintainers (1)
- freezeboy

nixpkgs-23.11: python311Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/hyperopt/default.nix#L47
Licenses: BSD-2-Clause
Latest release: 0.2.7 (published 9 months ago)
Last Synced: 2026-10-23T20:27:15.107Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 0.163%
- Stargazers count: 0.305%
- Forks count: 0.348%
Maintainers (1)
- freezeboy

pypi.org: hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: https://hyperopt.github.io/hyperopt
Documentation: https://hyperopt.readthedocs.io/
Licenses: BSD-3-Clause
Latest release: 0.3.0 (published 3 months ago)
Last Synced: 2026-10-31T16:35:11.512Z (2 days ago)
Versions: 15
Dependent Packages: 139
Dependent Repositories: 2,105
Downloads: 1,764,632 Last month
Docker Downloads: 24,566,934
Rankings:
- Dependent packages count: 0.141%
- Downloads: 0.231%
- Dependent repos count: 0.241%
- Stargazers count: 0.337%
- Average: 0.482%
- Docker downloads count: 0.688%
- Forks count: 1.252%
Maintainers (2)
- maxpumperla
- JamesBergstra

alpine-v3.18: py3-hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Homepage: https://hyperopt.github.io/hyperopt/
Licenses: BSD-3-Clause
Latest release: 0.2.7-r2 (published over 3 years ago)
Last Synced: 2026-10-23T20:28:09.426Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 1.03%
- Forks count: 1.775%
- Stargazers count: 2.344%
Maintainers (1)
- bribbers@disroot.org

alpine-v3.18: py3-hyperopt-pyc

Precompiled Python bytecode for py3-hyperopt

Homepage: https://hyperopt.github.io/hyperopt/
Licenses: BSD-3-Clause
Latest release: 0.2.7-r2 (published over 3 years ago)
Last Synced: 2026-10-23T20:27:33.272Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 1.03%
- Forks count: 1.775%
- Stargazers count: 2.344%
Maintainers (1)
- bribbers@disroot.org

alpine-edge: py3-hyperopt-pyc

Precompiled Python bytecode for py3-hyperopt

Homepage: https://hyperopt.github.io/hyperopt/
Status: removed
Licenses: BSD-3-Clause
Latest release: 0.2.7-r2 (published over 3 years ago)
Last Synced: 2025-09-17T11:14:58.792Z (about 1 year ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 1.793%
- Stargazers count: 2.314%
- Average: 4.59%
- Dependent packages count: 14.251%
Maintainers (1)
- bribbers@disroot.org

alpine-edge: py3-hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Homepage: https://hyperopt.github.io/hyperopt/
Status: removed
Licenses: BSD-3-Clause
Latest release: 0.2.7-r2 (published over 3 years ago)
Last Synced: 2025-09-17T11:14:58.864Z (about 1 year ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 1.671%
- Stargazers count: 2.219%
- Average: 4.633%
- Dependent packages count: 14.641%
Maintainers (1)
- bribbers@disroot.org

proxy.golang.org: github.com/hyperopt/hyperopt

Homepage:
Documentation: https://pkg.go.dev/github.com/hyperopt/hyperopt#section-documentation
Licenses: other
Latest release: v0.3.0 (published 4 months ago)
Last Synced: 2026-10-31T16:35:06.488Z (2 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.58%
- Average: 4.734%
- Dependent repos count: 4.888%

alpine-v3.13: py3-hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Homepage: https://hyperopt.github.io/hyperopt/
Licenses: BSD-3-Clause
Latest release: 0.2.5-r1 (published almost 6 years ago)
Last Synced: 2026-08-04T09:34:11.400Z (3 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 1.612%
- Stargazers count: 1.857%
- Average: 5.748%
- Dependent packages count: 19.522%
Maintainers (1)
- bribbers@disroot.org

conda-forge.org: hyperopt

Hyperopt is a Python library for serial and parallel optimization over awkward search spaces, which may include real-valued, discrete, and conditional dimensions.

Homepage: https://github.com/hyperopt/hyperopt
Licenses: BSD-3-Clause
Latest release: 0.2.7 (published over 4 years ago)
Last Synced: 2026-10-23T20:27:31.801Z (10 days ago)
Versions: 7
Dependent Packages: 8
Dependent Repositories: 20
Downloads: 885,613 Total
Rankings:
- Stargazers count: 4.163%
- Forks count: 4.792%
- Average: 5.996%
- Dependent packages count: 7.088%
- Dependent repos count: 7.941%

alpine-v3.14: py3-hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Homepage: https://hyperopt.github.io/hyperopt/
Licenses: BSD-3-Clause
Latest release: 0.2.5-r2 (published over 5 years ago)
Last Synced: 2026-10-23T20:26:54.711Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 1.531%
- Stargazers count: 1.818%
- Average: 6.258%
- Dependent packages count: 21.681%
Maintainers (1)
- bribbers@disroot.org

alpine-v3.15: py3-hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Homepage: https://hyperopt.github.io/hyperopt/
Licenses: BSD-3-Clause
Latest release: 0.2.5-r2 (published over 5 years ago)
Last Synced: 2026-03-17T14:06:23.441Z (8 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 1.526%
- Stargazers count: 1.898%
- Average: 7.252%
- Dependent packages count: 25.585%
Maintainers (1)
- bribbers@disroot.org

alpine-v3.16: py3-hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Homepage: https://hyperopt.github.io/hyperopt/
Licenses: BSD-3-Clause
Latest release: 0.2.5-r3 (published over 4 years ago)
Last Synced: 2026-10-23T20:28:36.649Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 1.497%
- Stargazers count: 1.89%
- Average: 7.674%
- Dependent packages count: 27.311%
Maintainers (1)
- bribbers@disroot.org

alpine-v3.17: py3-hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Homepage: https://hyperopt.github.io/hyperopt/
Licenses: BSD-3-Clause
Latest release: 0.2.7-r0 (published about 4 years ago)
Last Synced: 2026-08-04T09:34:24.565Z (3 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Forks count: 1.667%
- Stargazers count: 2.178%
- Average: 7.775%
- Dependent packages count: 27.254%
Maintainers (1)
- bribbers@disroot.org

pypi.org: quantybt

lightweight backtesting framework with in-built advanced statistical backtesting methods and custom models

Homepage:
Documentation: https://quantybt.readthedocs.io/
Licenses: MIT
Latest release: 0.1.11 (published over 1 year ago)
Last Synced: 2026-10-31T16:35:10.665Z (2 days ago)
Versions: 35
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 3,723 Last month
Rankings:
- Stargazers count: 1.622%
- Forks count: 2.578%
- Dependent packages count: 9.277%
- Average: 16.432%
- Dependent repos count: 52.253%
Maintainers (1)
- papaya0712

guix: python-hyperopt

Library for hyperparameter optimization

Homepage: https://hyperopt.github.io/hyperopt/
Documentation: https://git.savannah.gnu.org/cgit/guix.git/tree/gnu/packages/machine-learning.scm#n3076
Licenses: bsd-3
Latest release: 0.2.7 (published 8 months ago)
Last Synced: 2026-10-23T20:29:53.695Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

nixpkgs-23.05: python311Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/hyperopt/default.nix#L47
Licenses: BSD-2-Clause
Latest release: 0.2.7 (published 9 months ago)
Last Synced: 2026-08-26T18:27:24.961Z (2 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- freezeboy

nixpkgs-23.11: python310Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.11/pkgs/development/python-modules/hyperopt/default.nix#L47
Licenses: BSD-2-Clause
Latest release: 0.2.7 (published 9 months ago)
Last Synced: 2026-10-23T20:27:17.903Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- freezeboy

nixpkgs-unstable: python314Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/hyperopt/default.nix#L60
Licenses: BSD-3-Clause
Latest release: 0.3.0 (published 1 day ago)
Last Synced: 2026-11-01T11:31:50.278Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

nixpkgs-24.05: python312Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/hyperopt/default.nix#L46
Licenses: BSD-2-Clause
Latest release: 0.2.7 (published 9 months ago)
Last Synced: 2026-10-23T20:26:55.648Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- freezeboy

nixpkgs-23.05: python310Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-23.05/pkgs/development/python-modules/hyperopt/default.nix#L47
Licenses: BSD-2-Clause
Latest release: 0.2.7 (published 9 months ago)
Last Synced: 2026-10-23T20:27:09.528Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- freezeboy

nixpkgs-24.11: python312Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/hyperopt/default.nix#L46
Licenses: BSD-2-Clause
Latest release: 0.2.7 (published 9 months ago)
Last Synced: 2026-04-10T02:04:02.053Z (7 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- freezeboy

nixpkgs-unstable: python313Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/hyperopt/default.nix#L60
Licenses: BSD-3-Clause
Latest release: 0.3.0 (published 1 day ago)
Last Synced: 2026-11-01T10:56:40.930Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%

nixpkgs-24.11: python311Packages.hyperopt

Distributed Asynchronous Hyperparameter Optimization

Homepage: http://hyperopt.github.io/hyperopt/
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/hyperopt/default.nix#L46
Licenses: BSD-2-Clause
Latest release: 0.2.7 (published 9 months ago)
Last Synced: 2026-10-23T20:29:30.400Z (10 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- freezeboy

Dependencies

pyproject.toml pypi

cloudpickle *
importlib-resources >=1.3; python_version < '3.9'
networkx >=2.2
numpy >=1.17
scipy >=1.5.0
tqdm *

.github/workflows/stale.yml actions

actions/stale v8 composite

uv.lock pypi

argcomplete 3.6.3
ast-serialize 0.5.0
attrs 26.1.0
cfgv 3.5.0
cloudpickle 3.1.2
colorama 0.4.6
colorlog 6.10.1
dependency-groups 1.3.1
distlib 0.4.3
dnspython 2.8.0
exceptiongroup 1.3.1
filelock 3.29.4
humanize 4.15.0
hyperopt 3.4.2
identify 2.6.19
iniconfig 2.3.0
joblib 1.5.3
librt 0.11.0
lightgbm 4.6.0
mypy 2.1.0
mypy-extensions 1.1.0
narwhals 2.22.1
networkx 3.4.2
networkx 3.6.1
nodeenv 1.10.0
nox 2026.4.10
numpy 2.2.6
numpy 2.4.6
packaging 26.2
pathspec 1.1.1
platformdirs 4.10.0
pluggy 1.6.0
pre-commit 4.6.0
py4j 0.10.9.9
pygments 2.20.0
pymongo 4.17.0
pyspark 4.1.2
pytest 9.1.1
python-discovery 1.4.2
pyyaml 6.0.3
scikit-learn 1.7.2
scikit-learn 1.9.0
scipy 1.15.3
scipy 1.17.1
scipy 1.18.0
threadpoolctl 3.6.0
tomli 2.4.1
tqdm 4.68.3
typing-extensions 4.15.0
virtualenv 21.5.1

.github/workflows/test.yml actions

actions/checkout v4 composite
astral-sh/setup-uv v5 composite

.github/workflows/publish-to-pypi.yml actions

actions/checkout v6 composite
actions/download-artifact v7 composite
actions/upload-artifact v6 composite
astral-sh/setup-uv v5 composite
pypa/gh-action-pypi-publish release/v1 composite
sigstore/gh-action-sigstore-python v3.2.0 composite