ExtremaRank
Native R and Python sample-deletion robustness for omics: candidate certificates, minimum deletion bounds, Bioconductor model refits and donor-level pseudobulk
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Details
- External ID
- 1402629607
- Source
- GITHUB
- Company
- —
- Product
- ExtremaRank
- Website domain
- github.com
- Launched
- Oct. 3, 2026
- Cohort
- —
- Upvotes
- 10
- Upvotes percentile
- 0.09
- Tags
- bioconductor, bioinformatics, cpp, deseq2, edger, exact-optimization, limma, metabolomics, microarray, omics, paired-data, proteomics, python, r, r-package, reproducible-research, rna-seq, robustness, sample-influence, single-cell
Enrichment
- Niche
- machine learning and search infrastructure
- Vertical
- Healthcare
- Function
- Analytics & BI
- Audience
- Developer
- AI stance
- Not AI
- Project type
- Hobby / open-source project
- Normalized one-liner
- sample-deletion robustness analysis for omics data
- Manually corrected
- False
Could you build this?
No This is a specialized bioinformatics/biostatistics framework implementing theoretical sample-deletion robustness bounds and Bioconductor model refits for omics data.
What it would actually take: The package requires deep expertise in statistical genomics, mathematical robustness proofs (influence functions, deletion certificates), and integration with Bioconductor pipelines (DESeq2, edgeR). The architecture consists of core numerical algorithms in C++/R/Python to compute minimum deletion bounds without brute-force combinatorial refits. Building it requires peer-reviewed statistical methodology and domain knowledge of single-cell and pseudobulk transcriptomics.
Competitors
Other products that read as similar to this one — 711 launches clear the similarity bar, closest 8 shown.
Attention rank: #597 of 712 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 334 days after the earliest competitor.
- genpark-smith-waterman-local-sequence-alignment-skill · github · 2026-09-28 · 7 upvotes · similarity 0.54
- genpark-counting-bloom-filter-safe-deletion-skill · github · 2026-09-28 · 7 upvotes · similarity 0.51
- AdaptiveRAG-Robustness · github · 2026-09-16 · 11 upvotes · similarity 0.50
- CrossDomainAdjust · github · 2026-09-25 · 26 upvotes · similarity 0.49
- genpark-locality-sensitive-hashing-lsh-cosine-index-skill · github · 2026-09-29 · 7 upvotes · similarity 0.49
- genpark-reed-solomon-error-correcting-code-skill · github · 2026-09-28 · 7 upvotes · similarity 0.49
- genpark-reed-solomon-error-correcting-code-skill · github · 2026-09-28 · 7 upvotes · similarity 0.49
- Timber · hn · 2026-03-02 · 207 upvotes · similarity 0.48
Other launches for this product
- No other launches for this product.