vaex
Turn large scientific tables into checked insights.
What it does
Analyze large scientific tables with Vaex to produce derived features, statistical summaries, visualizations, and converted datasets.
When to use it
Use for single-machine columnar analysis when data exceeds RAM, particularly repeated reductions and histograms over local compatible files.
How to use it
Give it scientific tabular files to analyze; it produces validated summaries, plots, and chunked dataset exports.
What you provide
- Your files
Uses
Good to know
- advertises something the task does not need
What you need · 5
Requires Python 3.9–3.12 for vaex-core 4.19.0; the documented environment uses Python 3.12.
Requires vaex-core 4.19.0, which the installation procedure installs in a separate environment.
Access · 4
This skill
https://arxiv.org/abs/2609.00065
Fetches the skill library paper
vaex-core
Installs vaex-core