From DNA to Harvest

Genotype × phenotype CSVs → held-out R², RMSE, marker effects, saved GEBVs.

Per-marker regression with Bonferroni correction and Manhattan-ready marker stats.

Rank parents from multi-trait CSVs and compute expected cross performance.

Historical weather → GDD, heat-stress days, dry days, precipitation metrics.

Ensembl Plants, NCBI, UniProt, KEGG, Gramene + FASTA/VCF, alignment, ORF, primers.

Gabriel + Wall-Pritchard haplotypes, Hill-Weir LD, PLINK ROH, SuSiE, CIM, Fst, iHS, XP-EHH.

AMOVA, Mantel IBD with permutations, LD-based effective population size (Ne).

FarmCPU and MLMM stepwise association with cofactor selection and extended BIC.

BayesA, BayesB and Bayesian LASSO Gibbs samplers with CV predictive accuracy.

π, Watterson's θ, Tajima's D, unfolded Fay–Wu H and Fu–Li D & F.

nf-core pipelines with a guided run wizard, samplesheet builder and reference-genome selection.

GBS, RAD-seq, ddRAD-seq, SLAF-seq and 2b-RAD SNP discovery with enzyme and caller options.

Sarek variant calling plus variant filtering, structural variants, CNV, annotation and phylogeny.

Send any module to the managed compute backend and stream job status without leaving the page.

Typed file library with direct multipart uploads for multi-GB FASTQ/VCF and live progress + ETA.

Pyodide notebook bound to your files: CSV/TSV/XLSX/GZ, cached DataFrames, plots and CSV/PNG export.

Postgres tsvector search across every dataset and analysis you own.

Colour-coded collections and tag-based filtering across the platform.

Live monthly usage, daily run history and per-module breakdown vs plan limits.

Per-plan p95/p99 SLAs, regression dashboard, load tests and CPU/memory profiles.