Changes in version 2.0.0 Breaking changes - The three binning entry points — abundance_based_binning(), composition_based_binning(), hierarchical_binning() — now return a MetabinResult S4 object instead of a plain data.frame. The v1.x tabular layout is available via as.data.frame(result). - The Java backend no longer exposes a command-line interface; the shaded JAR dropped the commons-cli dependency. R is the only supported entry point. - Minimum Java runtime is now 17 (previously 8). New features - New MetabinResult class with accessors assignments(), nClusters(), parameters(), algorithm(), plus show() and as.data.frame() methods. - Binning functions accept, in addition to file paths, Biostrings::DNAStringSet, Biostrings::QualityScaledDNAStringSet, and ShortRead::ShortReadQ objects. Non-file inputs are staged to a tempfile before the Java backend runs. - numOfThreads defaults to BiocParallel::bpworkers(). - metabinR_jvm_options() and the metabinR.jvm.flags option let users customise JVM flags at load time without losing the default G1GC + string-deduplication tuning. - Parameter validation is centralised via checkmate; errors surface through cli::cli_abort() with classed conditions (metabinR_error_*). Internal - Java sources build via Maven (java/metabinR/pom.xml, tools/build-jar.sh); the shaded JAR is reproducible (project.build.outputTimestamp pinned). - Typed JNI entry points on MTxAB, MTxCB, MTxABxCB return tab-separated assignments directly to R, removing the previous round-trip through on-disk CLI output. Changes in version 1.5.1 (2024-04-07) - Preparing for next Bioconductor Release. Changes in version 1.5.0 (2023-10-29) - Bump x.y.z version to odd y following creation of RELEASE_3_18 branch. Changes in version 1.2.0 (2023-04-21) - Bump x.y.z version to even y prior to creation of RELEASE_3_17 branch. Changes in version 1.1.0 (2022-11-01) - Bump x.y.z version to odd y following creation of RELEASE_3_16 branch. Changes in version 1.0.0 (2022-11-01) - Bioconductor 3.16 Release. New package metabinR, Abundance and Compositional Based Binning of Metagenomes. Changes in version 0.99.3 (2022-10-30) - Update NEWS. Changes in version 0.99.2 (2022-10-26) - Remove citation message on package attach. Changes in version 0.99.1 (2022-10-11) - Precheck changes on vignette. Changes in version 0.99.0 (2022-10-05) - Submitted to Bioconductor.