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add summary of the changes for the new release
and fix typos
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NEWS.md

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# maldipickr (development version)
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# maldipickr 1.3.3
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## Fixed
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* Fix unwanted conversion to NAs when sample names were well numbers like E1 or E2 (#51, thanks for spotting this @sarah-lital)
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* Fix wrong number of columns documented in `read_biotyper_report()`
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## Changed
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* Specify the peer-reviewed article as a preferred citation source
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## Added
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* List open-source alternatives to maldipickr
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# maldipickr 1.3.2
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README.md

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<img width="2433" height="1701" alt="maldipickr-graphical-abstract" src="https://raw.githubusercontent.com/ClavelLab/maldipickr/main/man/figures/maldipickr-graphical-abstract.png"/>
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> Find a detailed version of the workflow diagram in `man/figures/`](https://raw.githubusercontent.com/ClavelLab/maldipickr/main/man/figures/maldipickr-data-flow-portrait.png)
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> Find a detailed version of the workflow diagram in [`man/figures/maldipickr-data-flow-portrait.png`](https://raw.githubusercontent.com/ClavelLab/maldipickr/main/man/figures/maldipickr-data-flow-portrait.png)
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## Troubleshoot and Contribute
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> Charlie Pauvert, David Wylensek, Selina Nüchtern, Thomas Clavel, maldipickr dereplicates microbial MALDI-TOF spectra to facilitate multiplexed isolation, _Bioinformatics Advances_, 2026; vbag171, https://doi.org/10.1093/bioadv/vbag171
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All the code for the analysis in the manuscript is available at [ClavelLab/maldipickr_manuscript](https://github.com/ClavelLab/maldipickr_manuscript) or at a CodeOcean capsule ([10.24433/CO.1202249.v2](https://doi.org/10.24433/CO.1202249.v2) using data at [zenodo.org/10.5281/zenodo.15744631](https://doi.org/10.5281/zenodo.15744631).
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All the code for the analysis in the manuscript is available at [ClavelLab/maldipickr_manuscript](https://github.com/ClavelLab/maldipickr_manuscript) or at a CodeOcean capsule ([10.24433/CO.1202249.v2](https://doi.org/10.24433/CO.1202249.v2)) using data at [zenodo.org/10.5281/zenodo.15744631](https://doi.org/10.5281/zenodo.15744631).
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## Alternatives to maldipickr
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