https://github.com/alexandersouthan/pypreprocessing
Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other types of data. pyPreprocessing includes baseline correction, smoothing, filtering, normalization and transformation.
Science Score: 10.0%
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
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○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 4 committers (25.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (7.5%) to scientific vocabulary
Keywords
Repository
Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other types of data. pyPreprocessing includes baseline correction, smoothing, filtering, normalization and transformation.
Basic Info
Statistics
- Stars: 18
- Watchers: 1
- Forks: 4
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
pyPreprocessing
General information
For preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other types of data, currently via baseline correction, smoothing, filtering, transformation, normalization and derivative. It relies on numpy, pandas, scipy, tqdm and scikit-learn, but also on https://github.com/AlexanderSouthan/pyDataFitting for the introduction of equality constraints into the polynomial baseline estimation methods, and https://github.com/AlexanderSouthan/little_helpers.
Documentation
Please visit: https://alexandersouthan.github.io/pyPreprocessing/
Owner
- Name: Alexander Southan
- Login: AlexanderSouthan
- Kind: user
- Website: https://scholar.google.de/citations?user=HG5EJJEAAAAJ
- Twitter: southan_alex
- Repositories: 5
- Profile: https://github.com/AlexanderSouthan
GitHub Events
Total
- Watch event: 3
- Push event: 3
Last Year
- Watch event: 3
- Push event: 3
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Alexander Southan | 7****n | 36 |
| Snijderfrey | p****y@w****e | 27 |
| Snijderfrey | 5****y | 22 |
| Southan | a****n@i****e | 20 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 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
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- pypi 32 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 2
- Total maintainers: 1
pypi.org: pypreprocessing
package preprocessing of datasets, especially from spectroscopy
- Homepage: https://github.com/AlexanderSouthan/pyPreprocessing
- Documentation: https://pypreprocessing.readthedocs.io/
- License: MIT License
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Latest release: 0.0.2
published over 2 years ago
Rankings
Maintainers (1)
Dependencies
- matplotlib *
- numpy *
- pandas *
- pyDataFitting *
- scikit-learn *
- scipy *
- tqdm *
- matplotlib *
- numpy *
- pandas *
- scikit-learn *
- scipy *
- tqdm *
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v2 composite
- matplotlib
- numpy
- pandas
- pip
- scikit-learn
- scipy
- tqdm