qnorm
Fast-ish (and correct!) quantile normalization in Python.
MIT License
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Fixed issue with axis command not working properly
Fixed issues with newer pytables and pandas now working properly
Published by github-actions[bot] over 3 years ago
incremental_qnorm now also supports .parquet files. This solves a big problem that the hdf format has since it does not allow for a large number of columns.
Published by github-actions[bot] over 3 years ago
Renamed quantile_normalize_file to incremental_quantile_normalize to better reflect what it does
Published by github-actions[bot] about 4 years ago
- fix imports
Published by github-actions[bot] about 4 years ago
- added a file-based normalization method that swaps memory to disk for low memory systems.
Published by Maarten-vd-Sande about 4 years ago
Published by github-actions[bot] about 4 years ago
- target is now sorted by qnom
Published by github-actions[bot] about 4 years ago
- qnorm.quantile_normalize now accepts an axis argument
Published by github-actions[bot] about 4 years ago
- qnorm.quantile_normalize now supports parallel sorting, speeding up the algorithm significantly!
Published by github-actions[bot] about 4 years ago
- fix bug with target not working for pandas
Published by github-actions[bot] about 4 years ago
- respects single and double precision input
- "quantile" normalize onto a distribution/target
Published by github-actions[bot] about 4 years ago
CLI gives nice error when pandas not installed
Published by github-actions[bot] about 4 years ago
accepts all numeric dtypes, and converts to float64 before quantile normalizing
Published by github-actions[bot] about 4 years ago
- Pandas not a requirement anymore, but still works with pandas
- Requires float32 or float64, and raises an error if otherwise
- Implemented single dispatch
Published by github-actions[bot] about 4 years ago
Allow for comments in the cli table
Published by github-actions[bot] about 4 years ago
Updated type hints
Published by github-actions[bot] over 4 years ago
Published by github-actions[bot] over 4 years ago
Published by github-actions[bot] over 4 years ago
Published by github-actions[bot] over 4 years ago
