Replaces memory-constrained Pandas workflows with an out-of-core DataFrame system. Utilizes memory mapping and lazy evaluation to process datasets larger than RAM at high speeds.
Tech Stack
PythonAI, ML & Data
Why vaex?
• Zero-copy memory mapping
• Lazy evaluation
• Built-in visualization for big data
Limitations
• Limited API vs Pandas
• Requires specific file formats
• Smaller community ecosystem
3/5/2026
Last Update
603
Forks
550
Issues
MIT
License
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