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pandas-or

Operations research with Ortools and Pandas.

https://github.com/lucasjamar/pandas-or

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.7%) to scientific vocabulary
Last synced: 8 months ago · JSON representation ·

Repository

Operations research with Ortools and Pandas.

Basic Info
  • Host: GitHub
  • Owner: lucasjamar
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Size: 1.64 MB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 3 years ago · Last pushed over 3 years ago
Metadata Files
Readme License Citation

README.md

Pandas OR

Python version PyPI version PyPI download Binder License Code style: black "Buy Me A Coffee"

Optimization research made easy using Pandas and Ortools.

The purpose of working with Pandas in combination with Ortools is to bridge the gap between optimization research and data analytics, data science, and data visualization. With pandas-or, you can solve complex knapsack or vehicle routing type problems and then create statistics, plots, and dashboards from your results!

💻 Installation

Pip

pip install pandas-or

▶ Demo

Try out the examples in Binder! Binder

🚶 Upcoming features

  • Code tests.
  • Basic shift scheduling solvers.
  • More complex routing problem solvers (pickups & deliveries, constraints).
  • Read The Docs documentation.
  • Gitlab CI builds.

📚 Read The Docs

Coming soon!

Sponsors

"Buy Me A Coffee"

Owner

  • Name: Lucas Jamar
  • Login: lucasjamar
  • Kind: user
  • Location: Zurich
  • Company: Alpiq

Python and R developer specialized in data analytics and algorithms for energy and travel industries.

Citation (CITATION.cff) 

cff-version: 1.2.0
title: Pandas OR
version: 0.1.3
date-released: 2022-08-07
url: https://github.com/lucasjamar/pandas-or
message: 'If you use this software, please cite it as below.'
type: software
authors:
  - given-names: Lucas
    family-names: Jamar

GitHub Events

Total
Last Year

Committers

Last synced: about 3 years ago

All Time
  • Total Commits: 5
  • Total Committers: 1
  • Avg Commits per committer: 5.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
lucas l****r@h****m 5

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 20 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 4
  • Total maintainers: 1
pypi.org: pandas-or

Optimization research with Ortools and Pandas.

  • Versions: 4
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 20 Last month
Rankings
Dependent packages count: 10.0%
Dependent repos count: 21.7%
Average: 25.1%
Stargazers count: 27.8%
Forks count: 29.8%
Downloads: 36.2%
Maintainers (1)
lucj
Last synced: 8 months ago

Dependencies

binder/requirements.txt pypi
  • geopandas *
  • pandas-or *
  • plotly *
poetry.lock pypi
  • atomicwrites 1.4.1 develop
  • attrs 22.1.0 develop
  • black 22.6.0 develop
  • click 8.1.3 develop
  • colorama 0.4.5 develop
  • importlib-metadata 4.12.0 develop
  • more-itertools 8.13.0 develop
  • mypy-extensions 0.4.3 develop
  • packaging 21.3 develop
  • pathspec 0.9.0 develop
  • platformdirs 2.5.2 develop
  • pluggy 0.13.1 develop
  • py 1.11.0 develop
  • pyparsing 3.0.9 develop
  • pytest 5.4.3 develop
  • tomli 2.0.1 develop
  • typed-ast 1.5.4 develop
  • typing-extensions 4.3.0 develop
  • wcwidth 0.2.5 develop
  • zipp 3.8.1 develop
  • absl-py 1.2.0
  • numpy 1.23.1
  • ortools 9.3.10497
  • pandas 1.4.3
  • protobuf 4.21.4
  • python-dateutil 2.8.2
  • pytz 2022.1
  • six 1.16.0
pyproject.toml pypi
  • black ^22.6.0 develop
  • pytest ^5.2 develop
  • ortools ^9.3.10497
  • pandas ^1.2.0
  • python ^3.7