quantile-forest

machine-learning prediction-intervals python quantile-regression quantile-regression-forests random-forest scikit-learn-api uncertainty-estimation

Score: 18.25299649714237

Last synced: about 16 hours ago
JSON representation

Repository metadata:

Quantile Regression Forests compatible with scikit-learn.

Host: GitHub
URL: https://github.com/zillow/quantile-forest
Owner: zillow
License: apache-2.0
Created: 2022-03-23T01:33:57.000Z (over 4 years ago)
Default Branch: main
Last Pushed: 2026-08-10T21:33:03.000Z (about 2 months ago)
Last Synced: 2026-09-05T19:52:07.146Z (24 days ago)
Topics: machine-learning, prediction-intervals, python, quantile-regression, quantile-regression-forests, random-forest, scikit-learn-api, uncertainty-estimation
Language: Python
Homepage: https://zillow.github.io/quantile-forest/
Size: 79.6 MB
Stars: 255
Watchers: 7
Forks: 33
Open Issues: 3
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Authors: AUTHORS

Owner metadata:

Name: Zillow
Login: zillow
Email:
Kind: organization
Description:
Website: https://zillowgroup.com/
Location: United States
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/476233?v=4
Repositories: 147
Last Synced at: 2024-04-14T19:01:17.202Z
Profile URL: https://github.com/zillow

GitHub Events

Total

Create event: 36
Delete event: 38
Fork event: 5
Issue comment event: 14
Issues event: 3
Pull request event: 66
Pull request review event: 1
Push event: 99
Release event: 2
Watch event: 39
Total: 303

Last Year

Create event: 10
Delete event: 12
Issue comment event: 3
Issues event: 1
Pull request event: 20
Pull request review event: 1
Push event: 20
Watch event: 9
Total: 76

Committers metadata

Last synced: 1 day ago

Total Commits: 422
Total Committers: 5
Avg Commits per committer: 84.4
Development Distribution Score (DDS): 0.142

Commits in past year: 30
Committers in past year: 4
Avg Commits per committer in past year: 7.5
Development Distribution Score (DDS) in past year: 0.4

Name	Email	Commits
Reid Johnson	r**j@z**m	362
dependabot[bot]	4****]	57
bezineb5	b**b@l**t	1
Max Ghenis	m**s@g**m	1
CarpeFridiem	b**1@g**m	1

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 24
Total pull requests: 188
Average time to close issues: 11 days
Average time to close pull requests: 5 days
Total issue authors: 21
Total pull request authors: 5
Average comments per issue: 2.75
Average comments per pull request: 0.57
Merged pull request: 156
Bot issues: 1
Bot pull requests: 91

Past year issues: 1
Past year pull requests: 21
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 19 days
Past year issue authors: 1
Past year pull request authors: 4
Past year average comments per issue: 3.0
Past year average comments per pull request: 0.57
Past year merged pull request: 14
Past year bot issues: 0
Past year bot pull requests: 17

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/zillow/quantile-forest

Top Issue Authors

felix7602 (3)
brentonmallen1 (2)
w1ll1a9m (1)
jncraton (1)
yzhang3000 (1)
TamaraAtanasoska (1)
HuashiSCNU0303 (1)
dependabot[bot] (1)
qinhaohcen (1)
VajiraL (1)
vascomedici (1)
adrinjalali (1)
t-reents (1)
jmaddalena (1)
brdeleeuw (1)

Top Pull Request Authors

reidjohnson (94)
dependabot[bot] (91)
brentonmallen1 (1)
MaxGhenis (1)
bezineb5 (1)

Top Issue Labels

dependencies (1)

Top Pull Request Labels

dependencies (91)
github_actions (38)

Package metadata

Total packages: 8
Total downloads:
- pypi: 65,545 last-month
Total dependent packages: 2 (may contain duplicates)
Total dependent repositories: 2 (may contain duplicates)
Total versions: 62
Total maintainers: 3

nixpkgs-unstable: python313Packages.quantile-forest

Quantile Regression Forests compatible with scikit-learn

Homepage: https://github.com/zillow/quantile-forest
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/quantile-forest/default.nix#L53
Licenses: Apache-2.0
Latest release: 1.4.1 (published 8 months ago)
Last Synced: 2026-09-20T14:27:14.418Z (9 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 3.543%
- Stargazers count: 6.978%
- Forks count: 7.195%
Maintainers (1)
- ViZiD

proxy.golang.org: github.com/zillow/quantile-forest

Homepage:
Documentation: https://pkg.go.dev/github.com/zillow/quantile-forest#section-documentation
Licenses: apache-2.0
Latest release: v1.4.2 (published 3 months ago)
Last Synced: 2026-09-27T16:35:06.547Z (1 day ago)
Versions: 28
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.711%
- Average: 4.869%
- Dependent repos count: 5.027%

pypi.org: quantile-forest

Quantile regression forests compatible with scikit-learn.

Homepage:
Documentation: https://zillow.github.io/quantile-forest
Licenses: Apache-2.0
Latest release: 1.4.2 (published 3 months ago)
Last Synced: 2026-09-27T16:35:04.421Z (1 day ago)
Versions: 28
Dependent Packages: 2
Dependent Repositories: 2
Downloads: 65,545 Last month
Rankings:
- Downloads: 3.417%
- Dependent packages count: 4.714%
- Average: 7.781%
- Stargazers count: 8.636%
- Forks count: 10.523%
- Dependent repos count: 11.614%
Maintainers (2)
- zillow
- reidjohnson

nixpkgs-24.11: python311Packages.quantile-forest

Quantile Regression Forests compatible with scikit-learn

Homepage: https://github.com/zillow/quantile-forest
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/quantile-forest/default.nix#L56
Licenses: Apache-2.0
Latest release: 1.3.11 (published 8 months ago)
Last Synced: 2026-09-23T22:33:50.376Z (5 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)
- ViZiD

nixpkgs-24.05: python311Packages.quantile-forest

Quantile Regression Forests compatible with scikit-learn

Homepage: https://github.com/zillow/quantile-forest
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/quantile-forest/default.nix#L56
Licenses: Apache-2.0
Latest release: 1.3.5 (published 8 months ago)
Last Synced: 2026-09-07T14:28:59.289Z (22 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)
- ViZiD

nixpkgs-24.11: python312Packages.quantile-forest

Quantile Regression Forests compatible with scikit-learn

Homepage: https://github.com/zillow/quantile-forest
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.11/pkgs/development/python-modules/quantile-forest/default.nix#L56
Licenses: Apache-2.0
Latest release: 1.3.11 (published 8 months ago)
Last Synced: 2026-03-06T06:38:39.672Z (7 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
Maintainers (1)
- ViZiD

nixpkgs-24.05: python312Packages.quantile-forest

Quantile Regression Forests compatible with scikit-learn

Homepage: https://github.com/zillow/quantile-forest
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-24.05/pkgs/development/python-modules/quantile-forest/default.nix#L56
Licenses: Apache-2.0
Latest release: 1.3.5 (published 8 months ago)
Last Synced: 2026-09-07T14:29:01.069Z (22 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)
- ViZiD

nixpkgs-unstable: python314Packages.quantile-forest

Quantile Regression Forests compatible with scikit-learn

Homepage: https://github.com/zillow/quantile-forest
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/quantile-forest/default.nix#L53
Licenses: Apache-2.0
Latest release: 1.4.1 (published 8 months ago)
Last Synced: 2026-09-07T14:29:36.743Z (22 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)
- ViZiD

Dependencies

docs/sphinx_requirements.txt pypi

matplotlib *
numpydoc *
sphinx *
sphinx_gallery *
sphinx_rtd_theme *
sphinxcontrib.bibtex *

setup.py pypi

.github/workflows/publish.yml actions

actions/checkout v7 composite
actions/download-artifact v8 composite
actions/setup-python v7 composite
actions/upload-artifact v7 composite
docker/setup-qemu-action v4 composite
pypa/cibuildwheel v4.1.0 composite
pypa/gh-action-pypi-publish v1.14.1 composite

uv.lock pypi

joblib 1.5.3
narwhals 2.22.1
numpy 2.4.6
numpy 2.2.6
numpy 2.0.2
quantile-forest 2.0.2
scikit-learn 1.6.1
scikit-learn 1.9.0
scikit-learn 1.7.2
scipy 1.13.1
scipy 1.15.3
scipy 1.17.1
threadpoolctl 3.6.0

.github/workflows/build.yml actions

actions/checkout v7 composite
actions/setup-python v7 composite
codecov/codecov-action v7 composite

.github/workflows/github-pages.yml actions

actions/checkout v7 composite
actions/setup-python v7 composite
peaceiris/actions-gh-pages v4 composite

.github/workflows/draft-pdf.yml actions

actions/checkout v7 composite
actions/upload-artifact v7 composite
openjournals/openjournals-draft-action master composite

pyproject.toml pypi

numpy >=1.23
scikit-learn >=1.5
scipy >=1.4

ecosyste.ms

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Summary

JOSS: https://github.com/zillow/quantile-forest

Repository metadata:

Owner metadata:

GitHub Events

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Last Year

Committers metadata

Issue and Pull Request metadata

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Package metadata

nixpkgs-unstable: python313Packages.quantile-forest

proxy.golang.org: github.com/zillow/quantile-forest

pypi.org: quantile-forest

nixpkgs-24.11: python311Packages.quantile-forest

nixpkgs-24.05: python311Packages.quantile-forest

nixpkgs-24.11: python312Packages.quantile-forest

nixpkgs-24.05: python312Packages.quantile-forest

nixpkgs-unstable: python314Packages.quantile-forest

Dependencies