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BLD Version 1.6.0
Big change is switching to ONNX for model storage to avoid depending on very particular versions of scikit-learn - Fix float counts in Paladin mapping (BigDataBiology#74) - Fix some issues in MacOS
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ChangeLog

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Unreleased
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Version 1.6.0 2025-11-24
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* Switch to ONNX for model storage
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* Fix float counts in Paladin mapping (#74)
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* Fix some issues in MacOS
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Version 1.5.0 2024-09-20
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* Add support for local searching

docs/whatsnew.md

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# What's new? (History)
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## Version 1.6.0
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*Released 24 November 2025*
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- Switch to ONNX for model storage. This makes the models more portable between versions
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- Fix float counts in Paladin mapping ([#74](https://github.com/BigDataBiology/macrel/issues/74))
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- Fix some issues in MacOS
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## Version 1.5.0
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*Released 20 September 2024*

macrel/macrel_version.py

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__version__ = '1.6.0.dev0'
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__version__ = '1.6.0'

tests/contigs.cluster/expected.prediction

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# Prediction from macrel v1.6.0.dev0
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# Prediction from macrel v1.6.0
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Access Sequence AMP_family AMP_probability Hemolytic Hemolytic_probability
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smORF_0 KVIKKVVAALMVLGALAALTVGVVLKPGRKGDET CLP 0.554 Hemo 0.772
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smORF_2 RFLIKMVKVNLMNGKLIRKISLM CLP 0.733 Hemo 0.921
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# Prediction from macrel v1.6.0.dev0
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# Prediction from macrel v1.6.0
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# Macrel calculated for the sample a density of 0.000 AMPs / Mbp.
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contig length ORFs smORFs AMPs
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scaffold2530_2_MH0058 1324 1 0 0
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# Prediction from macrel v1.6.0.dev0
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# Prediction from macrel v1.6.0
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Access Sequence AMP_family AMP_probability Hemolytic Hemolytic_probability

tests/contigs/expected.percontigs

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# Prediction from macrel v1.6.0.dev0
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# Prediction from macrel v1.6.0
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# Macrel calculated for the sample a density of 90.125 AMPs / Mbp.
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contig length ORFs smORFs AMPs
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C4060843_1_MH0058 518 1 1 0

tests/contigs/expected.prediction

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# Prediction from macrel v1.6.0.dev0
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# Prediction from macrel v1.6.0
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Access Sequence AMP_family AMP_probability Hemolytic Hemolytic_probability
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scaffold2530_2_MH0058_1 KVIKKVVAALMVLGALAALTVGVVLKPGRKGDET CLP 0.554 Hemo 0.772
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scaffold75334_1_MH0058_1 RFLIKMVKVNLMNGKLIRKISLM CLP 0.733 Hemo 0.921

tests/peptides/expected.prediction

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# Prediction from macrel v1.6.0.dev0
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# Prediction from macrel v1.6.0
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Access Sequence AMP_family AMP_probability Hemolytic Hemolytic_probability
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AP00002|AMP YVPLPNVPQPGRRPFPTFPGQGPFNPKIKWPQGY CLP 0.792 Hemo 0.574
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AP00007|AMP GNNRPVYIPQPRPPHPRL CLP 0.980 Hemo 0.554

tests/reads.se/expected.percontigs

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# Prediction from macrel v1.6.0.dev0
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# Prediction from macrel v1.6.0
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# Macrel calculated for the sample a density of 89.614 AMPs / Mbp.
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contig length ORFs smORFs AMPs
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k47_0 3379 4 2 0

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