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Top 4 Python data-preprocessing Projects
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prosto
Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby
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Project mention: Show HN: Dataclr – Python library simplifying feature selection for ML | news.ycombinator.com | 2025-01-06
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python data-preprocessing discussion
Python data-preprocessing related posts
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Show HN: Dataclr – Python library simplifying feature selection for ML
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Dataclr – New feature selection algorithm for ML achieving SOTA results
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Framework for Data ETL with multiple export templates ?
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convtools - define conversions, aggregations and joins in functional style (ad-hoc code generation)
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Writing concise functional code in python
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Index
What are some of the best open-source data-preprocessing projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | skrub | 1,270 |
| 2 | prosto | 91 |
| 3 | degradr | 18 |
| 4 | dataclr | 12 |
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