https://github.com/atrisovic/caliper
Caliper is a tool for measuring and assessing change in packages.
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
Links to: zenodo.org -
○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 (12.7%) to scientific vocabulary
Last synced: 10 months ago
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JSON representation
Repository
Caliper is a tool for measuring and assessing change in packages.
Basic Info
- Host: GitHub
- Owner: atrisovic
- License: mpl-2.0
- Default Branch: main
- Homepage: https://caliper-python.readthedocs.io/
- Size: 453 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Fork of vsoch/caliper
Created over 5 years ago
· Last pushed over 5 years ago
https://github.com/atrisovic/caliper/blob/main/
 [](https://badge.fury.io/py/caliper) [](https://caliper-python.readthedocs.io/en/latest/?badge=latest) [](https://zenodo.org/badge/latestdoi/322702177) Caliper is a tool for measuring and assessing change in packages.  See the [documentation](https://caliper-python.readthedocs.io/en/latest/) for getting started. ## TODO - write tests to discover and test all metrics (type, name, etc.) - think of common functions to run metric - create visualization of grid of errors / scripts, and mouesover to see codes (server rendered) - stats: try to estimate types of codes (e.g., error name) ### Analysis Ideas 1. Start with a bunch of unit tests for a library (or example scripts) and build a model that can predict success (return code 0) vs fail (any other code) based on the scripts (tokens is a simple idea). Then given a new script without declared versions, predict which will work. 2. (A slightly different project) - given a set of known "optimal" containers for a library like tensorflow, parse dependencies, versions, and library versions, run across same set of unit tests / example scripts, and try to say which combos (architecture and dependencies) works for different kinds of scripts. ## License * Free software: MPL 2.0 License
Owner
- Name: Ana Trisovic
- Login: atrisovic
- Kind: user
- Location: Cambridge, USA
- Company: Harvard University
- Website: https://anatrisovic.com
- Twitter: atrisovic
- Repositories: 10
- Profile: https://github.com/atrisovic
Computer Scientist and #Reproducibility Researcher at @HarvardBiostats & @IQSS | previously with @UChicago, @Cambridge_Uni and @LHCbExperiment @CERN