https://github.com/cyberagentailab/cenreg
Science Score: 26.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
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✓.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 (7.5%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: CyberAgentAILab
- License: apache-2.0
- Language: Jupyter Notebook
- Default Branch: main
- Size: 20.1 MB
Statistics
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
The cenreg Package
The Python package cenreg is repository for probabilistic forecasts such as quantile regression and distribution regression and for censored regression such as survival analysis and interval-censored data analysis.
Getting Started
Prerequisites
You first need to install SurvSet via pip
pip install SurvSet
Additionally, denpending on the models you want to use, you also need to install + LightGBM + PyTorch
Installation
You can install cenreg via pip:
pip install cenreg
Run Sample Code
You can find our sample codes in the notebooks directory.
Documentation
Read the documentation to get started.
Citation
[1] H. Yanagisawa and S. Akiyama, Survival Analysis via Density Estimation, ICML 2025 (Paper in OpenReview)
@InProceedings{yanagisawa2025survival,
author = {Yanagisawa, Hiroki and Akiyama, Shunta},
booktitle = {Proceedings of ICML 2025},
title = {Survival Analysis via Density Estimation},
year = {2025},
}
[2] H. Yanagisawa, Proper Scoring Rules for Survival Analysis, ICML 2023
@InProceedings{yanagisawa2023proper,
author = {Yanagisawa, Hiroki},
booktitle = {Proceedings of ICML 2023},
title = {Proper Scoring Rules for Survival Analysis},
year = {2023},
}
Owner
- Name: CyberAgent AI Lab
- Login: CyberAgentAILab
- Kind: organization
- Location: Japan
- Website: https://cyberagent.ai/ailab/
- Twitter: cyberagent_ai
- Repositories: 7
- Profile: https://github.com/CyberAgentAILab
GitHub Events
Total
- Push event: 3
Last Year
- Push event: 3
Packages
- Total packages: 1
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Total downloads:
- pypi 114 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 4
- Total maintainers: 1
pypi.org: cenreg
A Python library for censored regression.
- Homepage: https://github.com/CyberAgentAILab/cenreg
- Documentation: https://cenreg.readthedocs.io/
- License: Apache License (2.0)
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Latest release: 0.0.4
published 11 months ago