Changes in version 0.1.4 (2026-04-08) - fix GSON helper functions (2026-04-06, Mon) - correct TERM2NAME() for GSON objects to map gsid to term names properly - correct TERMID2EXTID() for GSON objects to return gene vectors by requested term order - return character(0) for missing terms to keep downstream behavior stable - resolves malformed Description.* columns in downstream clusterProfiler::groupGO() Changes in version 0.1.3 (2026-03-10) - fix gsea_gson() (2026-03-10, Tue) - force sorting of geneList to ensure result object is consistent with input - resolves issue with enrichplot::gseaplot showing incorrect metric/color alignment Changes in version 0.1.2 (2026-02-26) - improve robustness of calculate_qvalue() (2026-02-02, Mon) - handle missing qvalue package gracefully - retry with different parameters if qvalue() fails - handle invalid p-values (NA, infinite, out of range) - validate p-values in ora_gson() (2026-02-02, Mon) - ensure p-values are within [0, 1] range - warn and report invalid p-values - optimize ORA p-value calculation in C++ (2026-02-02, Mon) - use phyper instead of summing dhyper for better performance and precision Changes in version 0.1.1 (2026-02-01) - update setReadable() to support converting gene ID to other types (not limited to SYMBOL) (2026-01-21, Wed) - add organism slot in compareClusterResult (2026-01-20, Tue) Changes in version 0.1.0 (2026-01-18) - fix bugs in gsea_gson() and ora_gson() (2026-01-11, Sun) - handle missing columns (e.g., qvalues) gracefully by filling with NA - handle NA or duplicate gene set IDs in result rownames to prevent errors - improve robustness of calculate_qvalue() (2026-01-11, Sun) - return NA instead of NULL when qvalue calculation fails - update ora_gson() output columns (2026-01-11, Sun) Changes in version 0.0.9 (2026-01-10) - add leading edge analysis for GSEA (2026-01-10, Sat) Changes in version 0.0.8 (2025-12-22) - fixed bugs of multilevel GSEA in p value calculation (2025-12-10, Wed) - by learning the source code of 'fgsea' Changes in version 0.0.7 - add gseaScores function (2025-12-07, Sun) - to calculate GSEA scores for a single gene set Changes in version 0.0.6 - add vignette (2025-12-07, Sun) Changes in version 0.0.5 - implement multi-level GSEA algorithm (2025-12-06, Sat) Changes in version 0.0.4 - implement a simplified adaptive early-stopping GSEA algorithm (2025-12-05, Fri) - For each gene set: - 1. Run initial batch (e.g., 1000 permutations) - 2. If p-value > threshold (e.g., 0.05), stop - 3. If significant, increase permutations geometrically (2x, 4x, 8x...) - 4. Continue until p-value stabilizes or max permutations reached Changes in version 0.0.3 - implement ora_gson and gsea_gson (2025-12-05, Fri) - as replacement for enricher_internal and GSEA_internal - mv helper functions and class definitions from DOSE to enrichit (2025-12-05, Fri) - to extend this package as the base package for the clusterProfiler family Changes in version 0.0.2 - gsea function (2025-12-04, Thu) - Gene Set Enrichment Analysis (GSEA) using C++ via Rcpp. Changes in version 0.0.1 - ora function (2025-12-03, Wed) - Fast Over-Representation Analysis (ORA) using C++ via Rcpp.