https://github.com/raravindds/auto_fe
Auto Feature Engineering
Science Score: 13.0%
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
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (5.4%) to scientific vocabulary
Keywords
mahinelearning
numpy
pandas
python
sklearn
Last synced: 6 months ago
·
JSON representation
Repository
Auto Feature Engineering
Basic Info
- Host: GitHub
- Owner: RAravindDS
- License: mit
- Language: Python
- Default Branch: main
- Homepage: https://pypi.org/project/auto-fe/
- Size: 675 KB
Statistics
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 1
- Releases: 3
Topics
mahinelearning
numpy
pandas
python
sklearn
Created over 3 years ago
· Last pushed over 2 years ago
Metadata Files
Readme
License
README.md
Auto Feature Engineering Project
- This is the first version of this project and it contains the basic level auto feature engineering.
- This can impute both numerical and categorical features in just one line of code. !
- Checking the readme file :)
Version 1 Notebooks:
Complete Documentation for this Library Available here:
Link to Documentation
Owner
- Name: Aravindan R
- Login: RAravindDS
- Kind: user
- Location: Nowhere
- Company: Quixy
- Website: https://www.linkedin.com/in/aravindds/
- Repositories: 3
- Profile: https://github.com/RAravindDS
Data Science Enthusiast! ML intern at Quixy Skills: python, ML, DL, SQL, NLP, Time Series. Actively looking for DS jobs.
GitHub Events
Total
Last Year
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 2
- Total pull requests: 0
- Average time to close issues: less than a minute
- Average time to close pull requests: N/A
- Total issue authors: 1
- Total pull request authors: 0
- Average comments per issue: 0.0
- 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
Top Authors
Issue Authors
- RAravindDS (2)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- pypi 26 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
- Total maintainers: 1
pypi.org: auto-fe
A small python package
- Homepage: https://github.com/RAravindDS/auto_fe
- Documentation: https://auto-fe.readthedocs.io/
- License: MIT
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Latest release: 0.0.2
published over 3 years ago
Rankings
Dependent packages count: 6.6%
Stargazers count: 25.5%
Average: 26.9%
Forks count: 30.5%
Dependent repos count: 30.6%
Downloads: 41.1%
Maintainers (1)
Last synced:
6 months ago
Dependencies
requirements.txt
pypi
- ensure ==1.0.2
- ipywidgets ==8.0.2
- notebook ==6.4.12
- pandas *
- sklearn *
requirements_dev.txt
pypi
- black ==22.8.0 development
- flake8 ==5.0.4 development
- mypy ==0.971 development
- pandas * development
- pytest ==7.1.3 development
- sklearn * development
- tox ==3.25.1 development
.github/workflows/ci.yml
actions
- actions/checkout v3 composite
- actions/setup-python v3 composite
.github/workflows/docs.yml
actions
- actions/checkout v2 composite
- actions/setup-python v2 composite
.github/workflows/python-publish.yml
actions
- actions/checkout v3 composite
- actions/setup-python v3 composite
- pypa/gh-action-pypi-publish 27b31702a0e7fc50959f5ad993c78deac1bdfc29 composite
pyproject.toml
pypi
setup.py
pypi