ds-utils-preprocess
ds-utils-preprocess is an Exploratory analysis & notebooks skill for AI agents, published by idanmoradarthas in the DataScienceUtils repository on GitHub. Skillspace rates ds-utils-preprocess D (63/100) and it passed the safety scan; the rating is based on static analysis only.
Provides data preprocessing visualization and statistical correlation methods. Use when the user asks to visualize feature distributions, wants to plot correlation matrices or dendrograms, explore feature interactions, or needs to calculate mutual information or label-based statistics in a Python data science project using sklearn-compatible models.
- Grade
- D
- Quality
- 63 / 100
- Safety
- Passed
- GitHub stars
- 37
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 80 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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