Science Score: 23.0%
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
1 of 3 committers (33.3%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.5%) to scientific vocabulary
Keywords
Repository
Simplex sampling algorithms
Basic Info
Statistics
- Stars: 3
- Watchers: 2
- Forks: 1
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
Simsam: Simplex Sampling Methods
This small package implements methods for sampling from a unit simplex, a problem that often crops up in a data analysis context.
Usage
There is only a single sampling strategy that results in uniform samples from the unit simplex:
```python from simsam import kraemer_sampling
Sample 1,000 points from the 10-dimensional unit simplex.
dim = 10 N = 1000 samples = kraemer_sampling(dim, N) ```
For comparison purposes, there is also a naive sampling procedure, which does not result in uniform samples.
```python from simsam import naive_sampling
Sample 1,000 points from the 10-dimensional unit simplex. Notice that
the samples will be biased.
dim = 10 N = 1000 samples = naive_sampling(dim, N) ```
Owner
- Name: Bastian Rieck
- Login: Pseudomanifold
- Kind: user
- Location: Munich, Germany
- Company: @aidos-lab
- Website: https://bastian.rieck.me
- Twitter: Pseudomanifold
- Repositories: 20
- Profile: https://github.com/Pseudomanifold
Topological machine learning researcher. Principal Investigator of the AIDOS Lab (Institute of AI for Health, Helmholtz Munich). Persistence is key.
GitHub Events
Total
Last Year
Committers
Last synced: almost 3 years ago
All Time
- Total Commits: 19
- Total Committers: 3
- Avg Commits per committer: 6.333
- Development Distribution Score (DDS): 0.263
Top Committers
| Name | Commits | |
|---|---|---|
| Bastian Rieck | b****n@r****u | 14 |
| Ethan Rooke | e****n@r****e | 3 |
| Bastian Rieck | b****k@b****h | 2 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 0
- Total pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: about 13 hours
- Total issue authors: 0
- Total pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 1.0
- Merged pull requests: 1
- 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
- erooke (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- pypi 15 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 4
- Total maintainers: 1
pypi.org: simsam
Simplex sampling algorithm
- Homepage: https://github.com/Pseudomanifold/Simsam
- Documentation: https://simsam.readthedocs.io/
- License: BSD-3-Clause
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Latest release: 0.1.3
published over 4 years ago
Rankings
Maintainers (1)
Dependencies
- pytest ^5.2 develop
- numpy ^1.19.4
- python ^3.9