fair_healthcare_rationing
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.8%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: severus-tux
- Language: Jupyter Notebook
- Default Branch: main
- Size: 959 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
FairHealthcareRationing
Libraries required
- Pandas
- Numpy
- Pulp
To install the libraries , run pip install pandas, pip install numpy and pip install pulp.
The data is provided in the data-anonymized directory. The names of the hospitals, Zip codes, and hospital center ids have been replaced by dummy names, zipcodes and center ids. This is done to preserve the anonymity of the author's location. The actual dataset will be published with the proceedings version.
The Online and Offline algorithms are implemented in solvers/online_maxutility_df.py and solvers/offline_maxutility_df.py respectively.
To run the program, open main.ipynb in Jupyter notebook or Google Colab. This file is well documented. The comments are embedded in the file. The outputs will be saved in directory Sol
To analyze the solutions, run the file analysis.ipynb. This produces all the graphs and bar charts.
Owner
- Name: Vishwa Prakash H V
- Login: severus-tux
- Kind: user
- Location: Chennai
- Website: https://vishwaprakash.com/
- Twitter: severus_tux
- Repositories: 1
- Profile: https://github.com/severus-tux
CS PhD student at Chennai Mathematical Institute. I'm Interested in Graph Theory, Algorithms, Matching, Complexity Theory
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use this software, please cite it as below." authors: - family-names: "HV" given-names: "VISHWA PRAKASH" orcid: "https://orcid.org/0009-0002-4809-5814" title: "Fair_Healthcare_Rationing" version: 1.0.0 # doi: 10.5281/zenodo.1234 date-released: 2023-03-13 url: "https://github.com/severus-tux/Fair_Healthcare_Rationing"