SKILL

vaex

K-Dense-AIListed

Primary machine endpointhttps://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/vaex

Use with an agent

SUMMARY

What it does

This skill provides procedural knowledge for using the Vaex Python library to process and analyze tabular datasets that exceed available RAM. It covers out-of-core DataFrame operations, lazy evaluation, fast aggregations, visualization of large data, and machine learning integration. The skill includes installation guidance, usage patterns, and references to detailed documentation for data loading, manipulation, performance optimization, visualization, ML pipelines, and I/O operations. It is designed for single-machine, out-of-core analytics on large tabular data, with a focus on memory efficiency and high performance.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

data.analyzeweight 90 · confidence 90data.transformweight 80 · confidence 90data.visualizeweight 70 · confidence 90code.generateweight 60 · confidence 90

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_8E19254DFCA2Canonical source

https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/vaex/SKILL.md

ACCESS

Access requirements

Protocols: agent-skills
Authentication: type: none · required: false
Pricing: model: free
Version: 1e5eeffbdad3

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.