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bio-imaging-mass-cytometry-data-preprocessing
Reference examples tested with: anndata 0.10+, numpy 1.26+, pandas 2.2+, scanpy 1.10+, scipy 1.12+, steinbock 0.16+ Before using code patterns, verify...
bio-imaging-mass-cytometry-quality-metrics
Reference examples tested with: matplotlib 3.8+, numpy 1.26+, pandas 2.2+, scipy 1.12+ Before using code patterns, verify installed versions match. If...
bio-immunoinformatics-immunogenicity-scoring
Reference examples tested with: MHCflurry 2.1+, numpy 1.26+, pandas 2.2+ Before using code patterns, verify installed versions match. If versions diff...
bio-immunoinformatics-mhc-binding-prediction
Reference examples tested with: MHCflurry 2.1+, pandas 2.2+ Before using code patterns, verify installed versions match. If versions differ: Python: p...
bio-immunoinformatics-neoantigen-prediction
Reference examples tested with: Ensembl VEP 111+, MHCflurry 2.1+, pVACtools 4.1+, pandas 2.2+ Before using code patterns, verify installed versions ma...
bio-immunoinformatics-tcr-epitope-binding
Reference examples tested with: MiXCR 4.6+, numpy 1.26+, pandas 2.2+, scikit-learn 1.4+, scipy 1.12+ Before using code patterns, verify installed vers...
bio-long-read-sequencing-isoseq-analysis
Reference examples tested with: minimap2 2.26+, pandas 2.2+, pysam 0.22+, samtools 1.19+ Before using code patterns, verify installed versions match. ...
bio-long-read-sequencing-nanopore-methylation
Reference examples tested with: methylKit 1.28+, minimap2 2.26+, samtools 1.19+ Before using code patterns, verify installed versions match. If versio...
bio-longitudinal-monitoring
Reference examples tested with: matplotlib 3.8+, numpy 1.26+, pandas 2.2+, scipy 1.12+ Before using code patterns, verify installed versions match. If...
bio-longread-qc
Reference examples tested with: BioPython 1.83+, numpy 1.26+ Before using code patterns, verify installed versions match. If versions differ: Python: ...
bio-longread-structural-variants
Reference examples tested with: bcftools 1.19+ Before using code patterns, verify installed versions match. If versions differ: CLI: <tool> --version ...
bio-machine-learning-atlas-mapping
import scvi import scanpy as sc adataref = sc.readh5ad('reference.h5ad') scvi.model.SCVI.setupanndata(adataref, layer='counts', batchkey='batch') refm...