MBASED

estimate-compute-requirements — predict CPU, memory, wall time, and storage for bioinformatics pipelines given input data size and tool selection. Generates per-step resource tables, platform-specific

1 shared topic

Seurat — comprehensive R toolkit for single-cell genomics enabling QC, normalization (LogNormalize, SCTransform), feature selection, dimensionality reduction (PCA, UMAP, t-SNE), graph-based clustering

1 shared topic

t-SNE (t-distributed Stochastic Neighbor Embedding) for nonlinear dimensionality reduction and visualization of high-dimensional data. Covers Barnes-Hut and exact modes, FIt-SNE/openTSNE interpolation

1 shared topic

TCGAbiolinks for searching, downloading, and analyzing cancer genomics data from the NCI Genomic Data Commons (GDC). Routes tasks for GDCquery/GDCdownload, data preparation with GDCprepare, differenti

1 shared topic

Ensembl VEP (Variant Effect Predictor) — annotates genomic variants with gene, transcript, protein, and regulatory consequences using Ensembl's annotation framework. Supports VCF, HGVS, and genomic co

1 shared topic