Version Compatibility
Reference examples tested with: DADA2 1.30+, MAFFT 7.520+, QIIME2 2024.2+, phyloseq 1.46+, scanpy 1.10+, scikit-learn 1.4+
Before using code patterns, verify installed versions match. If versions differ:
- CLI:
<tool> --versionthen<tool> --helpto confirm flags
If code throws ImportError, AttributeError, or TypeError, introspect the installed package and adapt the example to match the actual API rather than retrying.
QIIME2 Amplicon Workflow
**"Run my amplic
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