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01General analysis tools

752 entries · 752 modules

Broad analysis utilities across the bioinformatics corpus.

3D3dflexcatalog entryABabmapcatalog entryAUabsci unlockedcatalog entryACactccatalog entryADafp deepcatalog entryAGagbasecatalog entryAGaggrescan3dcatalog entryANagro ntcatalog entryAIaizynthfindercatalog entryALaldycatalog entryALalicecatalog entryALalphaflowcatalog entryALalphalinkcatalog entryALalphamutcatalog entryAFamber ff19sbtoolAMameliecatalog entryA0aminoacid 0catalog entryAMampacatalog entryAMamvlcatalog entryANannovarcatalog entryAPapalogcatalog entryAPapbstoolAPapecatalog entryARarcscatalog entryARaribacatalog entryARarimacatalog entryASascatcatalog entryAOaso oligo designcatalog entryASaspergilluspmcatalog entryATatomflowcatalog entryAUauspicecatalog entryAUautopvs1catalog entryBAbadgercatalog entryBAbageltoolbagel2catalog entrybcftoolscatalog entryBEbeagle5catalog entryBIbed intersectcatalog entryBSbed sortcatalog entryBEbedtoolstoolBEbetterbodiescatalog entryBFbig-fishtoolBDbmfm dnacatalog entryBOborzoicatalog entryBObotanic0catalog entryBRbreedrcatalog entryBRbrmscatalog entryBRbrms rcatalog entryBTbtfbscatalog entryCSc2s scalecatalog entryCAcaddcatalog entryCAcaduceuscatalog entryCAcafe5catalog entryCAcamsolcatalog entryCAcamsoltoolCAcarpcatalog entryCOcas offindercatalog entryCAcas13dcatalog entryCTcassavabase toolscatalog entryCAcastptoolCFcath funfamstoolCAcavertoolCAcavityplustoolCCccp4toolCOcell o1catalog entryCTcell type barcatalog entryCEcellamacatalog entrycellbendercatalog entryC2celle 2catalog entryCEcellfmcatalog entryCEcellforgecatalog entrycelloraclecatalog entryCEcellplmcatalog entryCAcellranger-aggrtoolCMcellranger-mkreftoolCMcellranger-multitoolCEcelltagcatalog entrycelltypistcatalog entryCEcellvitcatalog entryCGcgenfftoolC1chai 1catalog entryCHchai1catalog entryCHchai2catalog entryCHchatmolcatalog entryCHcheckm2catalog entryCHchemistry42catalog entryCHchemnetcatalog entryCHchempropcatalog entryCHchiefcatalog entryCHchimeraxcatalog entryCHchoppercatalog entryCHchrom3dtoolCHchromacatalog entrychromapcatalog entryCHchromfoundcatalog entryCHchromvarcatalog entryCIcibersortxcatalog entryCIcistemtoolCIciviccatalog entryclair3catalog entryCDclape dbcatalog entryCEclr espcatalog entryCLclustergrammer2catalog entryCOcodonfmcatalog entryCOcolabdesigncatalog entryCOcoloccatalog entryCOcolvarstoolcometcatalog entryCOcompasscatalog entryCOconchcatalog entryCOconfrankcatalog entryCWconnectome workbenchcatalog entryCOconodlcatalog entryCVconsensus viewercatalog entryCOconsurfcatalog entryCMcontact mapcatalog entryCFcontrol freeccatalog entryCOcontrolfreeccatalog entryCOcooltoolscatalog entryCOcoottoolCOcopracatalog entryCPcpaccatalog entryCPcpcprotcatalog entryCScrispr-screen-exectoolCRcrispresso2catalog entryCRcrisprwarecatalog entryCRcrlcatalog entryCRcropsrcatalog entryCRcrossabsensecatalog entryCRcryptositetoolCTcutandrun toolscatalog entrycutesvcatalog entryCYcyriuscatalog entryCYcytocatalog entryCDcytoscape desktopcatalog entryD3d3lmcatalog entryDAdarkcatalog entryDAdarwin abotypercatalog entryDBdarwin bacasscatalog entryDBdarwin bactmapcatalog entryDBdarwin borzoicatalog entryDCdarwin caduceuscatalog entryDCdarwin cellpaintingcatalog entryDCdarwin cellplmcatalog entryDCdarwin chai1catalog entryDCdarwin chromacatalog entryDCdarwin chromap toolcatalog entryDCdarwin comet toolcatalog entryDCdarwin coproidcatalog entryDCdarwin createpanelrefscatalog entryDCdarwin createtaxdbcatalog entryDDdarwin deepmicrocatalog entryDDdarwin deepmutscancatalog entryDDdarwin detaxizercatalog entryDDdarwin diseasemodulediscoverycatalog entryDDdarwin dropcatalog entryDEdarwin easypqp toolcatalog entryDEdarwin evexplorercatalog entryDEdarwin evo2catalog entryDEdarwin evodiffcatalog entryDGdarwin generator genomiccatalog entryDGdarwin genie2catalog entryDGdarwin genomicrelatednesscatalog entryDGdarwin gninacatalog entryDGdarwin grovercatalog entryDHdarwin hadgecatalog entryDLdarwin longrarediseasecatalog entryDMdarwin mcmicrocatalog entryDMdarwin meerpipecatalog entryDMdarwin metaboignitercatalog entryDMdarwin metapepcatalog entryDMdarwin metatdenovocatalog entryDMdarwin mitodetectcatalog entryDMdarwin molkartcatalog entryDMdarwin mothur toolcatalog entryDMdarwin mrnetcatalog entryDMdarwin multivicatalog entryDNdarwin nanostringcatalog entryDNdarwin nascentcatalog entryDOdarwin omnicellcatalog entryDOdarwin oncoanalysercatalog entryDOdarwin openmmcatalog entryDPdarwin pacvarcatalog entryDPdarwin pathogensurveillancecatalog entryDPdarwin percolator toolcatalog entryDPdarwin pgdbcatalog entryDPdarwin phaseimputecatalog entryDPdarwin primateai3dcatalog entryDPdarwin prostt5catalog entryDPdarwin pyprophet toolcatalog entryDRdarwin rinalmocatalog entryDSdarwin sage toolcatalog entryDSdarwin scdownstreamcatalog entryDSdarwin scvelo toolcatalog entryDSdarwin signac toolcatalog entryDSdarwin skyline toolcatalog entryDSdarwin slingshot toolcatalog entryDSdarwin spliceaicatalog entryDSdarwin squidpy toolcatalog entryDTdarwin tangramcatalog entryDTdarwin taxpastacatalog entryDUdarwin ucecatalog entryDDddgembcatalog entryDDddimcatalog entryDDddpmcatalog entryDEdecompdiffcatalog entryDEdeepchemcatalog entryDEdeepconpred2catalog entryDEdeepconsensuscatalog entryDEdeepcrisprcatalog entryDEdeepfricatalog entryDEdeeploccatalog entryDEdeepmicrocatalog entryDEdeeprelaxcatalog entryDEdeepsacatalog entryDEdeepsptoolDEdeepstabpcatalog entrydeeptoolscatalog entrydellycatalog entryDTdi tassercatalog entryDIdiffabcatalog entryDIdiffforcecatalog entryDIdiffpepbuildercatalog entryDIdifftfcatalog entryDIdiscdiffcatalog entryDNdnagrindercatalog entryDNdncon2catalog entryDOdoradocatalog entryDOdoubletfindercatalog entryDPdplmcatalog entryDPdplm2catalog entryDAdrgn aicatalog entryDRdropcatalog entryDLdti lmcatalog entryDUdualnetgocatalog entryDYdyna1catalog entryDYdynaabcatalog entryDYdynamonttoolDYdynversecatalog entryEAeager2catalog entryEReagle rccatalog entryEAeagle2catalog entryeasypqpcatalog entryedtacatalog entryEReffectsize rcatalog entryEHehdncatalog entryEReigen1 regulatory fmcatalog entryEKeitlem kineticscatalog entryEMeman2toolEPenigma protocolscatalog entryENenoptcatalog entryENenrichrcatalog entryEVensembl vepcatalog entryEPepiagecatalog entryEPepiccatalog entryEPepiscancatalog entryERerrattoolEIeval infra servicecatalog entryEVevcouplingscatalog entryEVevecatalog entryevocatalog entryevo 2 40bcatalog entryevo 2 7bcatalog entryevo designercatalog entryE7evo2 7bcatalog entryEVevodiffcatalog entryEVevomilcatalog entryEXexselfrlcatalog entryFGfabric genomicscatalog entryFAfacetscatalog entryFAfaisscatalog entryFAfarmcpucatalog entryFAfateidcatalog entryFMfep md enginecatalog entryfgseacatalog entryFTfhir toolscatalog entryFIfinemapcatalog entryFFfinemap fmcatalog entryFIfireprotasrcatalog entryflaircatalog entryflair lrcatalog entryFLflashlfqtoolFLflashweavecatalog entryFLflexsbddcatalog entryFLflexynesiscatalog entryFPfpocketcatalog entryFRfragllamacatalog entryFRframeflowcatalog entryFRfranklincatalog entryFRfrasercatalog entryFRfraser2catalog entryFTftmaptoolGAgafftoolGAgalacticacatalog entryGPgalaxy platformcatalog entryGTgalaxy-toolshedcatalog entryGAgatortroncatalog entrygctacatalog entryGEgearnetcatalog entryGBgene barcatalog entryGEgenejepacatalog entryGEgeneptcatalog entryGCgenerative chemistrycatalog entryGGgenerator genomiccatalog entryGGgenerator genomic v2catalog entryGEgenesiscatalog entryGAgenetic algorithmcatalog entryGEgenie2catalog entryGEgenmolcatalog entryGEgenotifycatalog entryGEgenslmcatalog entryGIgitiiicatalog entryGLglmcatalog entryGMgmx mmpbsacatalog entryGMgmx mmpbsatoolGNgninacatalog entryGNgnpscatalog entryGEgo enrichmentcatalog entryGOgolemcatalog entrygpn brassicalescatalog entryGRgraspcatalog entryGRgrasrcatalog entryGRgridsscatalog entryGRgromacscatalog entryGRgromacstoolGRgrovercatalog entryGSgsdesigncatalog entryGSgseapycatalog entryGTgtdbcatalog entryGTgtdbtkcatalog entryGUgubbinscatalog entryHOh optimus 0catalog entryHAhaloclasscatalog entryHAhapnecatalog entryHChceacatalog entryHEhelicalcatalog entryHEhetddicatalog entryHNhifi nncatalog entryHWhistopathology wsi fmcatalog entryHJhjrsscatalog entryHFhl7 fhir toolscatalog entryHEho-epistasiscatalog entryHOhomercatalog entryHBhoomd bluetoolHNhopfield networks 2020catalog entryHChorvath clockcatalog entryHOhovernetcatalog entryHNhpo network viewercatalog entryHThpo toolkitcatalog entryIAianalyzercatalog entryIEiev2molcatalog entryIMimgmcatalog entryINinspiiredcatalog entryINinstructcellcatalog entryINinstructplmcatalog entryintervarcatalog entryIPipc2toolIDipsc disease screencatalog entryISisoldetoolIVivarcatalog entryJAjaegercatalog entryJAjasminecatalog entryKAkalasantytoolKBkbetcatalog entryKEkeapcatalog entryKNknomolcatalog entryKAksea appcatalog entryLAlammpstoolLAlangcellcatalog entryLAlarrycatalog entryLAlazyslidetoolLBlbstercatalog entryLDldhubcatalog entryLDldpred2catalog entryLElefsecatalog entryLEleidentoolLIlibinventcatalog entryLIlifelinescatalog entryLIliftoffcatalog entryLClims connectorcatalog entryLClingshu cellcatalog entryLIlipidcreatorcatalog entryLIliricalcatalog entryLWlizard wizardcatalog entryLLllpscatalog entryLGlm gvpcatalog entryLMlme4catalog entryLOlofreqcatalog entryLMloinc mappercatalog entryLRlongitudinal rwd enginecatalog entryLOlongphasecatalog entryLUlucaonecatalog entryLUlukepicatalog entryM6m6anetcatalog entryMAmaaslin2catalog entryMAmacs2catalog entryMCmacs2-callpeaktoolmageckcatalog entrymageck-beta-binomialtoolmageck-rratoolMAmahloolcatalog entryMAmammalcatalog entrymantacatalog entryMAmartinitoolMAmarugototoolMAmashcatalog entryMAmasifcatalog entryMAmastcatalog entryMAmatchmstoolMBmbpcatalog entryMCmcmicrocatalog entryMCmcsacatalog entryMCmcscanxcatalog entryMDmdgencatalog entryMEmedakacatalog entryMEmeditroncatalog entryMEmegamolbartcatalog entryMTmerip toolscatalog entryMEmerqurycatalog entryMEmetaboanalystcatalog entryMEmetaforcatalog entryMRmetafor rcatalog entryMEmetalcatalog entryMEmetgemcatalog entryMGmetl globalcatalog entryMHmhnfscatalog entryMImicroreactcatalog entryMImidas2catalog entryMTmidas2 toolcatalog entryMSmif stcatalog entryMIminimac4catalog entryMImissforestcatalog entryMImixcrcatalog entryMImixomicscatalog entryMRmixomics rcatalog entryMVmixomics v2catalog entryMMmmaplecatalog entryMMmmveccatalog entryMOmodkitcatalog entryMNmodkit nanocatalog entrymofa pluscatalog entryMOmofa2catalog entryMOmokapottoolMOmoletoolMOmoleculenettoolMOmolercatalog entryMOmolfeatcatalog entryMOmolgpkatoolMOmolhitcatalog entryMOmolincatalog entryMOmolmimcatalog entryMOmolmvccatalog entryMOmolpathcatalog entryMOmolphenixcatalog entryMOmolsnappercatalog entryMOmordredtoolMOmothracatalog entryMOmothurcatalog entryMCmrd ctdna monitorcatalog entryMRmrnetcatalog entryMRmrtrix3catalog entryMSmsbuddytoolMSmsfraggercatalog entryMUmulancatalog entryMEmulti evolvecatalog entryMUmultiqctoolMUmultiversegcatalog entryMUmultivicatalog entryMUmummichogcatalog entryMUmuoncatalog entryMUmupiprcatalog entryMUmuscatcatalog entryNAnaeprocatalog entryNAnamdtoolNAnanofiltcatalog entryNAnaturelmcatalog entryNEneoapredcatalog entryN2netsurfp 2 0catalog entryNEneuromapscatalog entryNEnextcladecatalog entryNEnextmolcatalog entryNSnf schemacatalog entryNTnifti to mghcatalog entryNVnt v3catalog entryNTntv3catalog entryNVnucleus viewercatalog entryNVnvmolkitcatalog entryOPo1 previewcatalog entryOMomicade4catalog entryODomni dnacatalog entryOMomnicellcatalog entryOMomninacatalog entryOPopenfecatalog entryOPopenmmcatalog entryOPopenmmtoolOMopenmm mdcatalog entryOSopenphenom s 16catalog entryOPoptitypecatalog entryOUoutridercatalog entryPGp gemmacatalog entryPLp llama2catalog entryPLp llama3catalog entryPMp mistralcatalog entryP2p2rankcatalog entryPApaintorcatalog entryPApalantircatalog entryPApangolincatalog entryPAparmcatalog entryPApathogenwatchcatalog entryPEpepgladcatalog entryPEpepinventcatalog entryPEpepmlmcatalog entryPEpepnetcatalog entrypercolatorcatalog entryPEperseuscatalog entrypertpycatalog entryPGpggbcatalog entryPHpharaotoolPHpharmcatcatalog entryPHpharmertoolPHphastercatalog entryPHphenixcatalog entryPRphenix realspacetoolPHphenogeniuscatalog entryPIphenomics imaging fmcatalog entryPHphenopacketscatalog entryPTphenopackets toolscatalog entryPHphosrcatalog entryPIpicrust2catalog entryPKpkalmcatalog entryPKpkasolvercatalog entryPLplacercatalog entryPLplanemotoolPCplant caduceuscatalog entryPDplant dnamambacatalog entryPLplantbimoecatalog entryPLplantcaduceuscatalog entryPLplantstoolPLplaptcatalog entryPLplasmidfindercatalog entryPHplatform health monitorcatalog entryplink2catalog entryPLpllamacatalog entryPLpltnumcatalog entryPLplumedtoolPLpmlm largecatalog entryPOpocketflowcatalog entryPOpocketgencatalog entryPOpoetcatalog entryPOpointfindercatalog entryPOpointsitetoolPPppflowcatalog entryPRprealgprocatalog entryPCprepr ctcatalog entryPRprimateai3dcatalog entryPPpro primecatalog entryPUprocalm uniref9bcatalog entryPRprochecktoolPRprodigytoolPRprofam1catalog entryPRprogencatalog entryPRprogen2catalog entryPBprogen2 basecatalog entryPXprogen2 xlargecatalog entryPRprogenycatalog entryPRprollamacatalog entryPRpropermabcatalog entryPRprosatoolPRprosstcatalog entryPRprostt5catalog entryPTprot t5 xlcatalog entryPRprot2tokencatalog entryPRprotasr2catalog entryPRprotbfncatalog entryPRprotemcatalog entryPRprotenixcatalog entryPMprotenix minicatalog entryPVprotenix v2catalog entryPRprotrekcatalog entryPRprotssncatalog entryPRprotstcatalog entryPRprott3catalog entryPXprott5 xl u50catalog entryPXprott5 xxlcatalog entryPXprott5 xxl bfdcatalog entryPGprov gigapathcatalog entryPSpsmccatalog entryPMptm mambacatalog entryPUpurplecatalog entryPVpvactoolscatalog entryPWpwrcatalog entryPRpwr rcatalog entryPXpxdesigncatalog entryPVpyclone vicatalog entryPYpymbartoolPYpymccatalog entryPYpypgxcatalog entryPVpypgx v2catalog entryPYpyprophetcatalog entryPYpyteisercatalog entryPYpyteomicstoolQOqc overviewcatalog entryQSqc summarycatalog entryQUqupathtoolRArabonacatalog entryRAragtagcatalog entryRCrctdcatalog entryREreasyncatalog entryRErecon3dcatalog entryREregeniecatalog entryR4reinvent 4catalog entryREreinvent4catalog entryRErelatecatalog entryRErennaissancecatalog entryRDrepertoire developabilitycatalog entryREresfinderfgcatalog entryRAresp aicatalog entryRMrethink-mol-designcatalog entryRErevelcatalog entryRFrfmixcatalog entryRFrfmix2catalog entryRGrgicatalog entryRIribocodecatalog entryRIribologcatalog entryRIrinalmocatalog entryRXrita xlargecatalog entryRErose enhancercatalog entryROroyalgamblecatalog entryROroyalmdcatalog entryRPrpactcatalog entryRRrrblupcatalog entryRFrs-fishtoolRCrwe comparator armcatalog entrySMsaambe memcatalog entrySAsachscatalog entrySMsafe molcatalog entrysagecatalog entrySAsaigecatalog entrySEsaint expresscatalog entrySAsapcatalog entrySAsaprotcatalog entrySPscenic pluscatalog entrySCscibcatalog entrySCscirpycatalog entrySCscispacycatalog entrySCscope2catalog entrySCscprint2catalog entrySCscreenpro2catalog entryscrubletcatalog entrySDscuba dcatalog entryscvelocatalog entrySEscverse ecosystemcatalog entrySEseamooncatalog entrySEselscancatalog entrySEseveruscatalog entrySHshapeit4catalog entrySHshapemolcatalog entrySPsi plmcatalog entrySIsignaccatalog entryS6signalp 6 0catalog entrySIsimrcatalog entrySIsiriuscatalog entrySKskatcatalog entryskylinecatalog entryskyline dailycatalog entryskyline toolcatalog entrySLsleuthcatalog entrySLslingshotcatalog entrySTsmi tedcatalog entrySMsminatoolSMsmoovecatalog entrysniffles2catalog entrySOso3lrcatalog entrySOsoftmolcatalog entrySMsoluble membrane proxycatalog entrysoupxcatalog entrySOsourmashcatalog entrySPspacemakecatalog entrySXspark xcatalog entrySPspider2catalog entrySPspieceasicatalog entryspliceaicatalog entrySPspotcatalog entrySQsqanti3catalog entrysquidpycatalog entrySPss plmcatalog entrySSssacatalog entrySTstackcatalog entrySTstancatalog entrySTsteinbockcatalog entrySTstellarpgxcatalog entrySTstemnetcatalog entrySTstereopycatalog entrySTstofmcatalog entrySTstripycatalog entrySUsurvminercatalog entrySUsusiecatalog entrySFsusie fmcatalog entrySVsvabacatalog entrySWswitchfindercatalog entrySYsynteractcatalog entrySYsynthsegcatalog entryTAtabixcatalog entryTAtangramcatalog entryTAtaptoolTAtartaruscatalog entryTAtassel5catalog entryTAtawfncatalog entryTDtdccatalog entryTEteddycatalog entryTHthermobasecatalog entryTHthermomutdbcatalog entryTOtobiascatalog entryTTtobias tfcatalog entryTOtopaztoolTRtransfewcatalog entryTRtrendcastcatalog entryTVtribe v2catalog entryTRtrinitycatalog entryTStutorial sandboxcatalog entryTXtxgemmacatalog entryT2txgemma 27bcatalog entryT2txgemma 2bcatalog entryT9txgemma 9bcatalog entryUCucecatalog entryUDudandticatalog entryUDudsmprotcatalog entryUMuni molcatalog entryUNunirepcatalog entryVAvarsomecatalog entryvepcatalog entryVEverify3dtoolVEvespacatalog entryVEvespagcatalog entryVTvg toolkitcatalog entryVCvina carbtoolVGvina gpucatalog entryVIvirchow2catalog entryVIvirsorter2catalog entryV2vista 2dcatalog entryvitessce toolcatalog entryWOwaddington otcatalog entryWAwarptoolWEwestpatoolWCwhat checktoolWSwizards staffcatalog entryWOwotcatalog entryWDwu dao wen sucatalog entryX3x 3dflexcatalog entryXDxdstoolY2yuel 2catalog entryZYzymctrlcatalog entry

02Platform infrastructure

221 entries · 221 modules

Registry, dispatch, and runtime plumbing behind the substrate.

AGagentmoduleAMarchaeal-motif-miningmoduleAUauditmoduleAUauthmoduleBIbase-imagesmoduleBIbillingmoduleBBbrand-bannermoduleBFbrand-faviconmoduleBIbrand-icon-bluemoduleBIbrand-icon-dnamoduleBIbrand-icon-networkmoduleBIbrand-icon-transparentmoduleBLbrand-lockupmoduleBWbrand-wordmark-darkmoduleBWbrand-wordmark-horizontalmoduleCRcandidate-rankermoduleCAcatalogmoduleCAcert-agent-callability-runnermoduleCFcert-fixture-oracle-runnermoduleCNcert-no-simulation-auditmoduleCPcert-provider-live-validationmoduleCRcert-research-grade-biology-modulemoduleCOconfigmoduleCRconstraint-runtimemoduleCTcontract-testsmoduleCQcqrsmoduleDBdbmoduleDCdcrfmoduleDAdcrf-adaptersmoduleDAdcrf-alignmentmoduleDAdcrf-annotationmoduleDBdcrf-biosequencemoduleDCdcrf-certification-reportmoduleDCdcrf-comparemoduleDCdcrf-constraint-specmoduleDCdcrf-constructmoduleDCdcrf-contract-draftmoduleDCdcrf-contract-evidencemoduleDDdcrf-design-candidatemoduleDDdcrf-design-programmoduleDDdcrf-design-runmoduleDDdcrf-docking-resultmoduleDDdcrf-documentmoduleDDdcrf-document-elementmoduleDGdcrf-generator-specmoduleDIdcrf-ingestmoduleDLdcrf-ligandmoduleDOdcrf-optimizer-specmoduleDRdcrf-run-artifactmoduleDSdcrf-scoremoduleDSdcrf-streammoduleDSdcrf-structuremoduleDAdesign-agent-toolmoduleDAdesign-artifact-storemoduleDCdesign-certification-gatemoduleDEdesign-executormoduleDIdesign-irmoduleDMdesign-manifest-indexermoduleDPdesign-program-compilermoduleDPdesign-program-parsermoduleDPdesign-program-validatormoduleDRdesign-run-orchestratormoduleDRdesign-runtimemoduleDAdoc-agent-handoff-buildermoduleDCdoc-citation-extractormoduleDCdoc-contract-dcrf-mappermoduleDCdoc-contract-diff-reviewermoduleDCdoc-contract-gap-analyzermoduleDCdoc-contract-normalizermoduleDCdoc-contract-synthesizermoduleDCdoc-contract-validatormoduleDDdoc-docling-graph-providermoduleDDdoc-docling-parsermoduleDEdoc-evidence-ledgermoduleDGdoc-grobid-scholar-parsermoduleDLdoc-landingai-ade-providermoduleDLdoc-layout-vlm-readermoduleDLdoc-license-terms-extractormoduleDLdoc-liteparse-providermoduleDLdoc-llamaextract-providermoduleDLdoc-llamaparse-providermoduleDMdoc-marker-parsermoduleDMdoc-markitdown-parsermoduleDMdoc-methods-protocol-extractormoduleDMdoc-mineru-parsermoduleDMdoc-model-card-readermoduleDRdoc-repo-readme-readermoduleDRdoc-research-certification-extractormoduleDTdoc-table-figure-extractormoduleDTdoc-text-embedding-providermoduleDTdoc-tool-entity-linkermoduleDUdoc-unstructured-parsermoduleDVdoc-vlm-structure-parsermoduleEMemailmoduleEAemail-admin-alertmoduleEAemail-api-key-createdmoduleECemail-contact-receiptmoduleEIemail-invoicemoduleEOemail-organization-invitemoduleEPemail-password-resetmoduleERemail-run-completemoduleERemail-run-failedmoduleEVemail-verificationmoduleEWemail-welcomemoduleENenginemoduleEEextraction-enginemoduleGRgenerator-runtimemoduleGSgeometry-stablerankmoduleGTgeometry-tdamoduleGIgpu-inference-dispatchmoduleHEheartbeatmoduleINinferencemoduleICinfra-cargo-workspacemoduleIDinfra-docker-composemoduleIDinfra-dockerfile-apimoduleIDinfra-dockerfile-migratemoduleIDinfra-dockerfile-workermoduleIEinfra-env-configmoduleIGinfra-graceful-shutdownmoduleIHinfra-health-checksmoduleILinfra-loggingmoduleIMinfra-miniomoduleIMinfra-monitoringmoduleIPinfra-pgbouncermoduleIPinfra-postgresmoduleIRinfra-redismoduleITintegration-testsmoduleKPkg-projectionmoduleKGknowledge-graphmoduleMGmanifest-generative-biology-indexmoduleMCmcpmoduleMMmcp-message-endpointmoduleMSmcp-sse-endpointmoduleMAmembrane-analysismoduleMBmembrane-bilayermoduleMEmembrane-embedmoduleMEmembrane-equilibratemoduleMFmembrane-freezemoduleMLmembrane-lipidforgemoduleMMmembrane-martinimoduleMRmembrane-raftmoduleMAmiddleware-auth-gatemoduleMCmiddleware-cookie-parsermoduleMCmiddleware-corsmoduleMEmiddleware-error-handlermoduleMHmiddleware-helmetmoduleMJmiddleware-json-parsermoduleMRmiddleware-rate-limitmoduleMRmiddleware-request-idmoduleMRmiddleware-request-loggermoduleMRmiddleware-role-gatemoduleM0migration-001-usersmoduleM0migration-002-sessionsmoduleM0migration-003-api-keysmoduleM0migration-004-organizationsmoduleM0migration-005-workspacesmoduleM0migration-006-projectsmoduleM0migration-007-data-assetsmoduleM0migration-008-catalog-elementsmoduleM0migration-009-module-registrymoduleM0migration-010-provider-configsmoduleM0migration-011-ai-modelsmoduleM0migration-012-analysis-requestsmoduleM0migration-013-execution-plansmoduleM0migration-014-runsmoduleM0migration-015-run-stepsmoduleM0migration-016-artifactsmoduleM0migration-017-audit-eventsmoduleM0migration-018-input-handlesmoduleM0migration-019-run-comparisonsmoduleM0migration-020-knowledge-sourcesmoduleM0migration-021-knowledge-refresh-runsmoduleM0migration-022-rag-indexesmoduleM0migration-023-billing-eventsmoduleM0migration-024-invoicesmoduleM0migration-025-email-queuemoduleMImigrationsmoduleOBoptimizer-bayesianmoduleOBoptimizer-beam-searchmoduleOEoptimizer-evolutionarymoduleOGoptimizer-gradient-proxymoduleOGoptimizer-greedy-coordinatemoduleOMoptimizer-mcmcmoduleONoptimizer-nsga2moduleOPoptimizer-proto-stage-runnermoduleORoptimizer-random-searchmoduleORoptimizer-runtimemoduleOSoptimizer-simulated-annealingmodulePFpareto-frontiermodulePPpdf-page-renderermodulePRprovenance-runtimemodulePBprovider-bionemo-nimmodulePPprovider-proto-mcpmoduleRAragmoduleRKrecursive-kg-gnn-groundingmoduleRAresponder-atlasmoduleRDresponder-datamoduleRIresponder-imputemoduleRPresponder-predictmoduleRSresponder-survivalmoduleRUruntimemoduleSIs3-ingestmoduleSEservermoduleSSsse-servermoduleSMstate-machinemoduleSTstoragemoduleTEtrial-enrichmentmoduleTYtypesmoduleUFupload-filemoduleUIupload-imagemoduleVIvector-indexmoduleVCvisual-casinomoduleVIvisual-imagemoduleVMvisual-morphmoduleVPvisual-perspectivemoduleVRvisual-rendermoduleVSvisual-smoothmoduleVVvisual-videomoduleWSwebsocket-servermoduleWOworkermoduleWEworker-execution-enginemodule

03ML & foundation models

217 entries · 217 modules

Trained and trainable models, embeddings, and protein language models.

ABabloopermodelALactive learning dmtlcatalog entryACagent curated atlas ingestcatalog entryAKakitamodelALallegromodelAMambertoolscatalog entryAMambertoolstoolAMaminobertcatalog entryAMamplifycatalog entryABankh basecatalog entryALankh largecatalog entryANantiformercatalog entryADautomated design of multi target ligands by generative deep learningcatalog entryBAbasenjimodelBRbert rbpcatalog entryBIbiogptcatalog entryBGbiokg gnncatalog entryBRbionemo rfdiffusion nimcatalog entryBBbionemo-boltz2-nimmodelBCbionemo-complexa-binder-designmodelBCbionemo-complexa-designmodelBCbionemo-complexa-evaluate-pdbsmodelBCbionemo-complexa-setupmodelBCbionemo-complexa-slurmmodelBCbionemo-complexa-sweepmodelBCbionemo-complexa-targetmodelBDbionemo-diffdock-nimmodelBDbionemo-drug-discovery-pipelinemodelBEbionemo-evo2-nimmodelBGbionemo-genmol-nimmodelBMbionemo-molmim-nimmodelBMbionemo-msa-search-nimmodelBMbionemo-msa-structure-prediction-pipelinemodelBObionemo-openfold2-nimmodelBObionemo-openfold3-nimmodelBPbionemo-protein-binder-designmodelBPbionemo-proteinmpnn-nimmodelBRbionemo-rfdiffusion-nimmodelBObotorchcatalog entryBPbpnetmodelCAcancerfoundationmodelCEcellfatemodelCEcellotypemodelCEcellposemodelCDcellpose-dinomodelCScellpose-sammodelCEcellsammodelcelltypist modelscatalog entryCEcellwhisperermodelCHchembertacatalog entryCHchemberta2catalog entryCHchemberta3catalog entryCHchrombpnetmodelCLcleandnamodelCOclinical outcome predictorcatalog entryCOcoachmodelCOcodontransformercatalog entryCOcofactormodelCPcpdiffusioncatalog entryCPcrispr predictioncatalog entryCAcryodrgn aimodelCRcryofiremodelDAdanqmodelDDdarwin deepmodeloptimcatalog entryDDdarwin dnabert2catalog entryDEdarwin enformercatalog entryDEdarwin eve modelcatalog entryDGdarwin geneformercatalog entryDNdarwin nicheformercatalog entryDNdarwin nucleotide transformercatalog entryDNdarwin nucleotide transformer v2catalog entryDRdarwin rfdiffusioncatalog entryDSdarwin scfoundationcatalog entryDSdarwin scgptcatalog entryDSdarwin sei modelcatalog entryDLdeep learning enabled discovery of kinase drug targets in pharoscatalog entryDEdeepaccnetmodelDEdeepaffinitymodelDEdeepblinkmodelDEdeepddgmodelDEdeepecmodelDEdeepfrimodelDEdeepgoplusmodelDEdeeppurposemodelDEdeepsitemodelDIdiffusionddgmodelDIdistilprotbertcatalog entryDLdl-linking-modelscatalog entryDNdnabertcatalog entrydnabert2catalog entryDRdrugformercatalog entryEGegnncatalog entryECembedding-clustertoolESembedding-similaritytoolEUembedding-umaptoolENenchantmodelenformercatalog entryenformer track viewercatalog entryEPepinformercatalog entryEMeve modelcatalog entryEVevo2modelFLfederated learning enginecatalog entryFLflashpca2catalog entryFTfm training data gencatalog entryFOformercatalog entryFAfrontier agent benchmarkcatalog entryGEgearsmodelGEgenecompassmodelgeneformermodelgeneformer-v2modelGPgenomic predictioncatalog entryGEgeoppimodelGMgpt molbertacatalog entryGRgraphmvpmodelGIgrn-inferencemodelGRgrnformercatalog entryHEheistmodelHIhiboumodelINinstansegmodelINinstraincatalog entryJBjura bio modelcatalog entryKRkronosmodelLElearnmsacatalog entryLDlnp-delivery-predictmodelLDloop diffusioncatalog entryMMmace mp0modelMEmetalnetmodelMSmicro-sammodelMOmodelangelomodelMOmoderngenamodelMOmolformercatalog entryMXmolformer xlcatalog entryMTmsa transformercatalog entryMPmusk-pathologymodelNEnequipmodelNEneuralplexermodelNEnextstraincatalog entryNCnf-core-bacmodelpipelineNDnfcore deepmodeloptimcatalog entryNInicheformercatalog entryNOnovaecatalog entryNTnucleotide transformercatalog entryNTnucleotide transformer v2catalog entryOMomiclipmodelOMomniposemodelPApathchatmodelPIpca-interactivevisualizationPPpca-plotvisualizationPPperturb-predictmodelPPperturbation prediction benchmarkcatalog entryPEpetribertcatalog entryPHphikonmodelPIpignet2modelPIpiscismodelPDplant dnabertcatalog entryPDplant dnagptcatalog entryPLplasmidgptcatalog entryPRplus rnncatalog entryPOpopvmodelPRprecious3gptcatalog entryPPprism-pathologymodelPRprobertacatalog entryPRprocapnetmodelPPprofile predictioncatalog entryPBprotbert bfdcatalog entryPUprotbert unirefcatalog entryPRprotgpt2catalog entryPEprottrans embeddingscatalog entryPUpubmedbertcatalog entryQUquickpcacatalog entryREregformermodelrepeatmodeler2catalog entryRCreprogramming-cocktail-optmodelrfdiffusionpipelineRFrfdiffusion2catalog entryRFrfdiffusion3catalog entryRIribodiffusioncatalog entrySAsalukimodelSCscarchesmodelSCscbertmodelSCscciphermodelSCscformercatalog entrySCscfoundationcatalog entrySCscgptmodelSCsckgbertmodelSCsclongmodelSCscmaemodelSCscmambamodelSCscmoformermodelSCscmulanmodelSCsctabmodelSMsei modelcatalog entryspliceai modelcatalog entrySPspotiflowmodelSRsragentcatalog entrySTstformercatalog entrySTstlearncatalog entrySSstlearn stcatalog entrySUsurfdockmodelTAtabulamodelTTtape transformercatalog entryTPtitan-pathologymodelTOtorchmdmodelTRtrackastramodelTItsne-interactivevisualizationTPtsne-plotvisualizationTXtxgnncatalog entryUKukbiobertmodelUKukbioformermodelUKukbiozoimodelUMumaptoolUVumap viewercatalog entryUIumap-interactivevisualizationUPumap-plotvisualizationUMuni mol molecular modelcatalog entryUNunidocktoolUDunimol dockingmodel

04Protein structure & design

180 entries · 180 modules

Folding, complexes, interfaces, and binding design.

3S3d-structure-viewervisualizationAUaf unmaskedcatalog entryAFaf2bindcatalog entryAFaf2ravecatalog entryAMalphafold multimercatalog entryalphafold2modelalphafold2pipelinealphafold2 multimercatalog entryALalphafold3modelALalphafold3pipelineALalphapulldowntoolANantifoldmodelBEbeyond esm2 graph enhanced protein sequence modeling with efficientcatalog entryBAbionemo alphafold2 nimcatalog entryBPbionemo proteinmpnn nimcatalog entryBOboltzcatalog entryB1boltz 1catalog entryB2boltz 2catalog entryBOboltz1catalog entryBOboltz2catalog entryBOboltzgencatalog entryCOcodonmpnncatalog entryCAcofolding affinity fmcatalog entrycolabfoldpipelinecomplexheatmapcatalog entryCMcontact map proteincatalog entryCRcrossbindcatalog entryDAdalitoolDAdarwin alphafold2catalog entryDAdarwin alphafold3catalog entryDBdarwin bionemo boltz2catalog entryDBdarwin bionemo openfold3catalog entryDBdarwin bionemo proteina complexacatalog entryDBdarwin bionemo proteinmpnncatalog entryDBdarwin boltzcatalog entryDBdarwin boltz1catalog entryDBdarwin boltz2catalog entryDBdarwin boltzgencatalog entryDCdarwin colabfoldcatalog entryDEdarwin esm cambriancatalog entryDEdarwin esm1vcatalog entryDEdarwin esm2catalog entryDEdarwin esm3catalog entryDEdarwin esmfoldcatalog entryDOdarwin omegafoldcatalog entryDOdarwin openfoldcatalog entryDRdarwin rhofoldcatalog entryDRdarwin rosettafoldcatalog entryDMdeepcell-mesmermodelDEdeepurfoldcatalog entryDIdiffbindcatalog entryDIdiffbindfrcatalog entryDMdmpfoldcatalog entryDMdmpnncatalog entryDYdynamicbindcatalog entryDYdynamicmpnnmodelEFefoldcatalog entryEIeigenfoldcatalog entryEQequibindmodelEAesm aacatalog entryECesm cambriancatalog entryEDesm dbpcatalog entryEGesm gearnetcatalog entryENesm nbrcatalog entryE4esm1 43mcatalog entryE6esm1 670m ur100catalog entryE6esm1 670m ur50 dcatalog entryE6esm1 670m ur50 scatalog entryE8esm1 85mcatalog entryESesm1bcatalog entryESesm1vcatalog entryesm2catalog entryesm2 150mcatalog entryesm2 15bcatalog entryesm2 35mcatalog entryesm2 3bcatalog entryesm2 650mcatalog entryesm2 8mcatalog entryesm2 embeddingscatalog entryESesm3catalog entryEOesm3 open smallcatalog entryESesmflowcatalog entryesmfoldmodelesmfoldpipelineEDesmif ddgcatalog entryESesmif1catalog entryETeternafoldcatalog entryEVevobind2catalog entryFAfabindcatalog entryFAfaststructurecatalog entryFOfolddocktoolFOfoldflowcatalog entryFOfoldflow2catalog entryFOfoldseekcatalog entryFMfoldseek-multimercatalog entryFNfoldseek-nativecatalog entryFSfoldseek-searchcatalog entryFOfoldxcatalog entryFVfvfoldcatalog entryGEgearbindcatalog entryGSgene-structure-plotvisualizationHEhelixfold3catalog entryHYhypermpnncatalog entryIDidpfoldcatalog entryIGigfoldcatalog entryIMimproved motif scaffolding with se 3 flow matchingcatalog entryICinfrastructure cost dashboardcatalog entryIFinverse-folding-designpipelineLPlabloop protein leadoptcatalog entryLIligandmpnncatalog entryL7llama 7b protein oriented instruction tunedcatalog entryLFlw-ft-protein-lmcatalog entryMLmachine learning a model for rna structure predictioncatalog entryMAmassivefoldcatalog entryMOmoefold2dcatalog entryMPmpnnsolcatalog entryMSmsa-structure-predictionpipelineMXmxfold2catalog entryNEnano esm2 embeddingcatalog entryNBnf-binder-designpipelineNPnfcore proteinannotatorcatalog entryNPnfcore proteinfamiliescatalog entryNPnfcore proteinfoldcatalog entryomegafoldcatalog entryONontoproteincatalog entryopenfoldcatalog entryOPopenfold3catalog entryPTpdb to mmcifcatalog entryPEpeptidebertcatalog entryPIpifoldmodelPPpromptable protein gencatalog entryPCprotein coverage mapcatalog entryPMprotein mambacatalog entryPBprotein-binder-designpipelinePCprotein-coverage-plotvisualizationPDprotein-designpipelinePCproteina complexacatalog entryPRproteinbertcatalog entryPRproteinchatcatalog entryPRproteindtcatalog entryPRproteingancatalog entryPRproteingeneratorcatalog entryP1proteinglm 1bcatalog entryPRproteininrcatalog entryPRproteinlmcatalog entryproteinmpnnpipelineproteinmpnn ddgcatalog entryPRproteinrediffcatalog entryPRproteinsettransformercatalog entryPRproteinsgmcatalog entryPRproteinstructuretransformercatalog entryRHrhofoldcatalog entryRSrna secondary structurecatalog entryRSrna structure fmcatalog entryRSrna structure viewercatalog entryRNrnadifffoldcatalog entryRSrosetta suitecatalog entryROrosettafoldcatalog entryRArosettafold aacatalog entryRArosettafold all atom rfaacatalog entryRArosettafold allatomcatalog entryROrosettafold2catalog entryRLrosettafold2 litecatalog entryROrosettafold2nacatalog entrySEseedfoldcatalog entrySIsimplefoldcatalog entrySOsolublempnnmodelSBstructural-biology-complexpipelineSIstructure informed protein language modelcatalog entrySVstructure viewercatalog entrySCstructure-confidencevisualizationTAtankbindmodelTEtext2proteincatalog entryTHthermompnnmodelTPthermostable protein designcatalog entryTRtransbindmodelTRtrrosettacatalog entryUFufoldcatalog entryUNunifoldmodelVEvesmcatalog entry

05Data & I/O

124 entries · 124 modules

Format conversion, storage, and retrieval across the corpus.

AAadapter-aicsimageio-importmoduleAAadapter-anvilmoduleABadapter-bio-formats-importmoduleACadapter-citation-provenancemoduleAFadapter-fairdom-seekmoduleAFadapter-fasta-to-sequencemoduleAGadapter-ga4gh-tes-clientmoduleAGadapter-ga4gh-wes-clientmoduleAGadapter-gen3moduleAGadapter-gpu-container-executormoduleAGadapter-gpu-device-schedulermoduleAHadapter-huggingface-gated-modelsmoduleAIadapter-inline-image-to-dcrfimagemoduleAIadapter-irodsmoduleAIadapter-isa-toolsmoduleALadapter-labkeymoduleAMadapter-model-cache-managermoduleANadapter-nemo-agent-toolkitmoduleAOadapter-ome-zarr-exportmoduleAOadapter-ome-zarr-importmoduleAOadapter-omeromoduleAOadapter-open-shell-runnermoduleAOadapter-openbismoduleAPadapter-proto-languagemoduleAPadapter-proto-toolsmoduleAPadapter-python-tool-envmoduleARadapter-redcapmoduleARadapter-result-normalizermoduleATadapter-terramoduleATadapter-tool-schema-importermoduleATamr tablecatalog entryBIbam indexcatalog entryBSbam sortcatalog entryBTbam to cramcatalog entryBEbioconductor ecosystemcatalog entryBTbiocontainers-trscatalog entryBFbiologic formulation developmentcatalog entryBIbiopathnetcatalog entryBIbiophicatalog entryBDbioprocess digital twincatalog entryBDbioprocess downstream purificationcatalog entryBSbioprocess scaleupcatalog entryBUbioprocess upstream titercatalog entryBIbioreasoncatalog entryBPbioreason procatalog entryBIbiotoolscatalog entryBFbispecific format engcatalog entrycell2locationcatalog entryCEcellprofilertoolCGclinical genomics ivdcatalog entryCLcloud lab orchestrationcatalog entryclusterprofilercatalog entryCAcpic apicatalog entryCAcpic api v2catalog entryCTcram to bamcatalog entryCTcsv to h5adcatalog entrydandelioncatalog entryDBdarwin bionemo evo2catalog entryDBdarwin bionemo genmolcatalog entryDBdarwin bionemo molmimcatalog entryDCdarwin cell2locationcatalog entryDDdarwin datasynccatalog entryDGdarwin giotto toolcatalog entryDHdarwin hyenadnacatalog entryDMdarwin macs3 toolcatalog entryDOdarwin omicsgenetraitassociationcatalog entryDTdarwin thermorawfileparser toolcatalog entryDTdata tablecatalog entrydeeptools-bamcoveragetooldeeptools-computematrixtoolDSdl-synbio-codesigncatalog entryDRdrkgcatalog entryEReigenfield regulatory kgcatalog entryECenrichr clientcatalog entryEXexpansionhuntercatalog entryEEexpert eval data enginecatalog entryFDfda ddt qualificationcatalog entryFFfusion fscatalog entryGAgapitcatalog entryG2genie 2 biocatalog entryGSgenie scope biocatalog entryGEgeoabcatalog entryGIgiottocatalog entryGCgisaid clicatalog entryGCglycosylation comparabilitycatalog entryGPgprofilercatalog entryGRgraphbpcatalog entryGRgrapheccatalog entryHTh5ad to csvcatalog entryHEhetionetcatalog entryHYhyenadnacatalog entryINinteractiomicscatalog entryKGkgdrpcatalog entrymacs3catalog entryMRmendelian randomizationcatalog entryMImice imputationcatalog entryMIminigraphcatalog entryMCminigraph cactuscatalog entryMPminigraph pgcatalog entryMTmtx to h5adcatalog entryMLmutation landscapecatalog entryMSmutation signature panelcatalog entryPFparabricks fq2bamcatalog entryPDpdfiicatalog entryPEpepprclipcatalog entryPApharmvar apicatalog entryPRprimekgcatalog entryPRprothyenacatalog entryRErelioncatalog entrySTsam to bamcatalog entrySAsamplesizercatalog entrySAsamplesizrcatalog entrySAsapienscatalog entrySCschyenacatalog entrySSscribbleprompt samcatalog entrySIsigprofilercatalog entrySCsodb clientcatalog entrySYsynvisiocatalog entrythermorawfileparsercatalog entryTRtranceptioncatalog entryTNtransmission networkcatalog entryTWtwosamplemrcatalog entryWCwave clicatalog entryXSxsracatalog entry

06Visualization & reporting

106 entries · 106 modules

Publication figures, tracks, and browsers.

ADamr dashboardcatalog entryBPbar-plotvisualizationBDbenchmarking dashboardcatalog entryBPbox-plotvisualizationBTbtracktoolCRcandidate-report-packvisualizationCBcbioportalvisualizationCBcell-browservisualizationCCcell-cycle-plotvisualizationCScell-selectorvisualizationCHchimeraxvisualizationCIcircos-interactivevisualizationCPcircos-plotvisualizationCRclinical report summarycatalog entryCPclonotype plotcatalog entryCMcluster-marker-heatmapvisualizationCScomparison-summaryvisualizationCPconfidence plotcatalog entryCNcopy-number-plotvisualizationCHcorrelation-heatmapvisualizationCPcoverage plotcatalog entryCHcoverage-histogramvisualizationCYcytoscapejsvisualizationDTdegs-tablevisualizationDPdensity-plotvisualizationDPdesign-program-graphvisualizationDCdocument-contract-evidencevisualizationDPdot-plotvisualizationDPdoublet-plotvisualizationDPduplicates-plotvisualizationEBenrichment bar chartcatalog entryEBenrichment barplotcatalog entryEDenrichment dotplotcatalog entryEBenrichment-barvisualizationEPepivizvisualizationFCflow-cytometry-viewervisualizationFPforest-plotvisualizationFSfragment-size-plotvisualizationFGfusion gene plotcatalog entryGBgc-bias-plotvisualizationGBgene bar plotcatalog entryGOgoslingvisualizationGPgsea-plotvisualizationHEheatmapvisualizationHIheatmap-interactivevisualizationhiglassvisualizationIDigv desktopcatalog entryigvjsvisualizationISinsert-size-plotvisualizationjbrowse2visualizationJPjunction-plotvisualizationKPkaryotype-plotvisualizationLPline-plotvisualizationLClive-cell-trackingpipelineLPlollipop-plotvisualizationMPma-plotvisualizationMQmag quality plotcatalog entryMAmanhattanvisualizationMPmanhattan plotcatalog entrymofa factor plotcatalog entryMOmulti omics circoscatalog entryMOmulti-omics-viewervisualizationNVnano volcano plotcatalog entryNAnanoplotcatalog entryNMnanopore modification trackcatalog entryNEnetwork-explorervisualizationNRnfcore reporthocatalog entryOToptimization-tracevisualizationODoutbreak dashboardcatalog entryPHpae heatmapcatalog entryPPpair-plotvisualizationPFpareto-frontiervisualizationPSpeak signal heatmapcatalog entryPPpeak-profilevisualizationPVpeak-viewervisualizationPPpedigree plotcatalog entryPPperturbation plotcatalog entryPCpie-chartvisualizationplotlycatalog entryPApower analysis plotcatalog entryQRqc-reportvisualizationQPqq plotcatalog entryQSquality-strip-plotvisualizationRBrbp browsercatalog entryRDread-distribution-plotvisualizationRAregional association plotcatalog entryRVreport viewercatalog entryRGreportlab genomicscatalog entrySDsample-distance-plotvisualizationSIsankey-interactivevisualizationSPsashimi-plotvisualizationSPscatter-plotvisualizationSMsmall mol ind trackcatalog entrySBstacked-barvisualizationSPstrip-plotvisualizationSPsurvival-plotvisualizationTBtad browsercatalog entryTStrack-stackedvisualizationTRtrackmatecatalog entryULucsc-linkoutvisualizationUPupset-plotvisualizationVIvenn-interactivevisualizationVPviolin-plotvisualizationVIvolcano-interactivevisualizationVPvolcano-plotvisualizationWLwashu-linkoutvisualization

07Pipelines & workflows

97 entries · 97 modules

nf-core style pipelines and workflow engines.

CLcell-line-specific-splicing-designpipelineCOcontractspipelineCWcromwell-wdl-runnertoolCUcutandrunpipelineCUcutandtagpipelineCRcwl-runnertoolDTdocument-to-module-contractpipelineDPdrop pipelinecatalog entryGWgpu-wgspipelineHChi-cpipelineLNlongread-nanoporepipelineNRnextflow-runnertoolNCnf-core-magpipelineNCnf-core-ssdspipelineNCnf-core-viprpipelineNAnfcore abotypercatalog entryNAnfcore airrflowcatalog entryNBnfcore bacasscatalog entryNBnfcore bactmapcatalog entryNBnfcore bamtofastqcatalog entryNCnfcore cellpaintingcatalog entryNCnfcore coproidcatalog entryNCnfcore createpanelrefscatalog entryNCnfcore createtaxdbcatalog entryNCnfcore crisprvarcatalog entryNCnfcore cutandruncatalog entryNDnfcore datasynccatalog entryNDnfcore deepmutscancatalog entryNDnfcore demultiplexcatalog entryNDnfcore denovohybridcatalog entryNDnfcore detaxizercatalog entryNDnfcore diseasemodulediscoverycatalog entryNDnfcore dropcatalog entryNEnfcore eagercatalog entryNEnfcore evexplorercatalog entryNFnfcore fastqrepaircatalog entryNFnfcore fastquorumcatalog entryNFnfcore fetchngscatalog entryNGnfcore genomicrelatednesscatalog entryNHnfcore hadgecatalog entryNLnfcore lncpipecatalog entryNLnfcore longrarediseasecatalog entryNMnfcore magcatalog entryNMnfcore mcmicrocatalog entryNMnfcore meerpipecatalog entryNMnfcore metaboignitercatalog entryNMnfcore metapepcatalog entryNMnfcore metatdenovocatalog entryNMnfcore mitodetectcatalog entryNMnfcore molkartcatalog entryNMnfcore multiometoolscatalog entryNNnfcore nanostringcatalog entryNNnfcore nascentcatalog entryNOnfcore omicsgenetraitassociationcatalog entryNOnfcore oncoanalysercatalog entryNPnfcore pacsomaticcatalog entryNPnfcore pacvarcatalog entryNPnfcore pathogensurveillancecatalog entryNPnfcore pgdbcatalog entryNPnfcore phaseimputecatalog entryNPnfcore pixelatorcatalog entryNRnfcore rangelandcatalog entryNRnfcore rarediseasecatalog entryNRnfcore readsimulatorcatalog entryNRnfcore referencescatalog entryNRnfcore ribomsqccatalog entryNSnfcore sarekcatalog entryNSnfcore scdownstreamcatalog entryNSnfcore scflowcatalog entryNSnfcore sopacatalog entryNSnfcore spinningjennycatalog entryNTnfcore taxpastacatalog entryNTnfcore taxprofilercatalog entryNTnfcore tbanalyzercatalog entryNTnfcore tfactivitycatalog entryNTnfcore troughgraphcatalog entryNTnfcore tumourevocatalog entryNVnfcore viralintegrationcatalog entryNVnfcore viralreconcatalog entryPDpipeline decision evalcatalog entryPQpipeline qc panelcatalog entryPSpipeline summary panelcatalog entryPRpromoter-repressor-codesignpipelineQFqc-fastqcpipelineQMqc-multiqcpipelineQOqc-onlypipelineSGsarek-germlinepipelineSGsarek-germline-dvpipelineSSsarek-somaticpipelineSSsarek-somatic-mantapipelineSRsnakemake-runnertoolSBstructural-biologypipelineSBstructural-biology-fastpipelineTOtrim-onlypipelineWEwespipelineWGwgspipelineWOworkflowhubcatalog entry

08Transcriptomics & quantification

91 entries · 91 modules

Quantification, differential expression, and isoform analysis.

BBbirna bertcatalog entryBRbmfm rnacatalog entryBRbridge rnacatalog entryCCcellranger-counttoolCCcfrna codexcatalog entryCMcount-matrixtoolCPcountdown-plotvisualizationDBdarwin bionemo rnaprocatalog entryDCdarwin circrnacatalog entryDDdarwin denovotranscriptcatalog entryDDdarwin deseq2catalog entryDEdarwin edger toolcatalog entryDKdarwin kallisto bustoolscatalog entryDLdarwin limma toolcatalog entryDLdarwin lsmquantcatalog entryDPdarwin pydeseq2 toolcatalog entryDRdarwin rna fmcatalog entryDRdarwin rnaseqcatalog entryDRdarwin rnavarcatalog entryDSdarwin smrnaseqcatalog entryDSdarwin spotrnacatalog entrydeseq2tooldeseq2 containercatalog entryedgertoolERernie rnacatalog entryEAexpression-atlasvisualizationFEfeaturecountstoolFQfish-quanttoolFCfluorescence-cell-countpipelineGLglimmacatalog entryIVisoform viewercatalog entryisoquantcatalog entryJQjunction-quantifytoolkallistocatalog entrykallisto bustoolscatalog entrylimmatoolMAmaxquantcatalog entryMCmcp countercatalog entryMTmirna target networkcatalog entryMLmldd3utrmrrnascatalog entryMDmrna-designmodelMRmrnabertcatalog entryNRnano rnaseqcatalog entryNCnf-core-ncrnannotatorpipelineNCnfcore circdnacatalog entryNCnfcore circrnacatalog entryNDnfcore denovotranscriptcatalog entryNDnfcore differentialabundancecatalog entryNDnfcore dualrnaseqcatalog entryNLnfcore lsmquantcatalog entryNQnfcore quantmscatalog entryNRnfcore rnadnavarcatalog entryNRnfcore rnafusioncatalog entryNRnfcore rnaseqcatalog entryNRnfcore rnasplicecatalog entryNRnfcore rnavarcatalog entryNSnfcore smrnaseqcatalog entryNSnfcore stableexpressioncatalog entryPCpeak-count-barvisualizationPFplantrna fmcatalog entryPQproteomics-quantificationpipelinePRprotrnacatalog entryPYpydeseq2catalog entryrna fmcatalog entryRFrna frameflowcatalog entryRLrna language models predict mutations that improve rna functioncatalog entryRMrna msmcatalog entryRWrna world simulatorcatalog entryRMrna-modification-plotvisualizationRSrna-speedpipelineRNrnacgcatalog entryRNrnadiffusioncatalog entryRNrnaerniecatalog entryRNrnafmcatalog entryRNrnaformercatalog entryRNrnaprocatalog entryRNrnaseqpipelineRDrnaseq-de-edgerpipelineRDrnaseq-de-limmapipelineRSrnaseq-salmonpipelineRSrnaseq-salmon-quantpipelineRSrsemcatalog entrysalmoncatalog entrysalmon-quanttoolSCsegmentation-counttoolSQsegmentation-quantifytoolSGsgrnagencatalog entrySCsmfish-countpipelineSPspotrnacatalog entryTRtranscriptformercatalog entryVIviennarnacatalog entry

09Causal & graph tooling

79 entries · 79 modules

Graph queries and causal tooling.

AEadverse-event-harmonizemoduleABapi-build-regulatory-packagemoduleAGapi-get-release-readinessmoduleALapi-list-batchesmoduleARapi-run-comparabilitymoduleASapi-submit-assay-resultsmoduleASapi-submit-studymoduleAMassay-manifest-validatemoduleATaudit-trail-exportmoduleBPbase-prime-editing-readoutmoduleBRbatch-record-normalizemoduleBRbatch-release-decision-supportmoduleBSbiodistribution-shedding-summarymoduleBRbiosafety-review-packagemoduleBRbulk-rnaseq-expression-profilemoduleCEcell-expansion-kineticsmoduleCScell-source-characterizationmoduleCScell-state-comparability-mapmoduleCVcell-viability-count-qcmoduleCOchain-of-custody-ledgermoduleCOchain-of-identity-registermoduleCDcmc-design-control-tracemoduleCPcomparability-protocol-planmoduleCScomparability-statistical-analysismoduleCEconsent-eligibility-mapmoduleCDconstruct-design-specmoduleCRconstruct-release-spec-compilemoduleCNcopy-number-vector-qcmoduleCQcritical-quality-attribute-mapmoduleCRcytokine-release-panelmoduleDCdeviation-capa-linkermoduleDEdose-exposure-response-modelmoduleEOediting-offtarget-risk-scoremoduleEOediting-outcome-quantifymoduleEEefficacy-endpoint-harmonizemoduleEFempty-full-capsid-analysismoduleERexecutive-readout-reportmoduleGEgene-edit-guide-design-scoremoduleIRimmunogenicity-risk-evidencemoduleISimmunophenotype-state-callmoduleIMinsertional-mutagenesis-riskmoduleKGkg-grounding-evidence-linkmoduleLTlong-term-followup-monitormoduleMSmetabolic-state-profilemoduleNDnonviral-delivery-formulation-qcmoduleOVofftarget-variant-annotatemodulePFphenotype-flow-panel-ingestmodulePApipeline-allogeneic-cell-therapy-comparabilitymodulePApipeline-autologous-cell-therapy-releasemodulePEpipeline-ex-vivo-gene-editing-safetymodulePIpipeline-in-vivo-gene-therapy-cmcmodulePLpipeline-long-term-followupmodulePRpipeline-regulatory-packagemodulePPprocess-parameter-trendmodulePPproduct-potency-modelmodulePDprotocol-deviation-detectmoduleREregulatory-evidence-packmoduleRCrelease-certificate-buildmoduleRCreplication-competent-virus-qcmoduleRHresidual-host-cell-dna-qcmoduleSMsample-manifest-ingestmoduleSPsecretome-proteomics-profilemoduleSAsinglecell-atac-accessibility-profilemoduleSMsinglecell-multiome-integratemoduleSRsinglecell-rnaseq-profilemoduleSMsterility-mycoplasma-qcmoduleSIstudy-intake-normalizemoduleTCtcr-car-expression-profilemoduleTTtherapeutic-target-evidence-mapmoduleTEtransduction-editing-efficiency-qcmoduleTCtransgene-cassette-annotationmoduleTRtumorigenicity-risk-evidencemoduleVCvdj-clonotype-profilemoduleVBvector-backbone-annotationmoduleVBvector-batch-manifest-ingestmoduleVGvector-genome-titer-qcmoduleVIvector-identity-qcmoduleVPvector-potency-qcmoduleVIviral-integration-site-mapmodule

10API surfaces

72 entries · 72 modules

Programmatic entry points for chemistry.

AAapi-admin-audit-eventsmoduleAAapi-admin-compute-providersmoduleAAapi-admin-knowledge-runsmoduleAAapi-admin-knowledge-schedulemoduleAAapi-admin-knowledge-sourcesmoduleAAapi-admin-organizationsmoduleAAapi-admin-projectsmoduleAAapi-admin-providersmoduleAAapi-admin-queuesmoduleAAapi-admin-retrievalmoduleAAapi-admin-retrieval-rebuildmoduleAAapi-admin-usersmoduleAAapi-admin-workersmoduleAAapi-admin-workspacesmoduleAAapi-analysis-createmoduleAAapi-analysis-create-planmoduleAAapi-analysis-detect-intentmoduleAAapi-analysis-getmoduleAAapi-analysis-resolve-inputsmoduleAAapi-artifacts-downloadmoduleAAapi-artifacts-getmoduleAAapi-auth-api-keysmoduleAAapi-auth-change-passwordmoduleAAapi-auth-loginmoduleAAapi-auth-logoutmoduleAAapi-auth-memoduleAAapi-auth-password-reset-confirmmoduleAAapi-auth-password-reset-requestmoduleAAapi-auth-refreshmoduleAAapi-auth-registermoduleACapi-catalog-analysis-typesmoduleACapi-catalog-container-modulesmoduleACapi-catalog-countsmoduleACapi-catalog-detailmoduleACapi-catalog-ingestmoduleACapi-catalog-listmoduleACapi-contactmoduleAHapi-healthmoduleAIapi-input-handlesmoduleAMapi-models-checkmoduleAMapi-models-createmoduleAMapi-models-listmoduleAMapi-models-syncmoduleAOapi-ollama-checkmoduleAOapi-ollama-configuremoduleAOapi-ollama-modelsmoduleAOapi-ollama-statusmoduleAPapi-plan-approvemoduleAPapi-plan-getmoduleAPapi-plan-submit-runmoduleAPapi-plan-updatemoduleARapi-researcher-analyzemoduleARapi-researcher-comparemoduleARapi-researcher-data-assetsmoduleARapi-researcher-resultsmoduleARapi-researcher-run-detailmoduleARapi-researcher-runsmoduleARapi-researcher-workspacemoduleARapi-runs-cancelmoduleARapi-runs-detailmoduleARapi-runs-eventsmoduleARapi-runs-listmoduleARapi-runs-rerunmoduleARapi-runs-resultsmoduleASapi-searchmoduleASapi-servermoduleASapi-settingsmoduleASapi-subscriptionsmoduleASapi-system-eventsmoduleASapi-system-metricsmoduleASapi-system-statusmoduleAUapi-user-notificationsmodule

11Protocols & contracts

71 entries · 71 modules

Contract and protocol modules underpinning tool calls.

PBproto-binder-design-bindcraftmodulePBproto-binder-design-freebindcraftmodulePBproto-binder-design-germinalmodulePCproto-causal-model-evo1modulePCproto-causal-model-evo2modulePCproto-causal-model-progen2modulePCproto-causal-model-progen3modulePDproto-database-alphafold-dbmodulePDproto-database-alphamissense-dbmodulePDproto-database-ccd-lookupmodulePDproto-database-ensemblmodulePDproto-database-interproscanmodulePDproto-database-ncbimodulePDproto-database-pdbmodulePDproto-database-pubchemmodulePDproto-database-sequence-fetchmodulePDproto-database-uniprotmodulePGproto-gene-annotation-crispr-tracr-rnamodulePGproto-gene-annotation-mememodulePGproto-gene-annotation-mincedmodulePGproto-gene-annotation-mirandamodulePGproto-gene-annotation-promoter-calculatormodulePGproto-gene-annotation-pyhmmermodulePIproto-inverse-folding-esm-if1modulePIproto-inverse-folding-fampnnmodulePIproto-inverse-folding-ligandmpnnmodulePIproto-inverse-folding-proteinmpnnmodulePMproto-masked-model-ablangmodulePMproto-masked-model-esm2modulePMproto-masked-model-esm3modulePMproto-masked-model-esmcmodulePMproto-mutagenesis-random-nucleotidemodulePMproto-mutagenesis-random-proteinmodulePOproto-orf-prediction-orfipymodulePOproto-orf-prediction-prodigalmodulePRproto-rna-splicing-pangolinmodulePRproto-rna-splicing-splice-transformermodulePRproto-rna-splicing-spliceaimodulePSproto-sequence-alignment-blastmodulePSproto-sequence-alignment-mafftmodulePSproto-sequence-alignment-mmseqs2modulePSproto-sequence-scoring-alphagenomemodulePSproto-sequence-scoring-borzoimodulePSproto-sequence-scoring-deeppbs-specificitymodulePSproto-sequence-scoring-enformermodulePSproto-sequence-scoring-malinoismodulePSproto-sequence-scoring-na-mpnn-specificitymodulePSproto-sequence-scoring-puffinmodulePSproto-sequence-scoring-segmaskermodulePSproto-structure-alignment-foldmasonmodulePSproto-structure-alignment-foldseekmodulePSproto-structure-alignment-pymol-rmsdmodulePSproto-structure-alignment-tmalignmodulePSproto-structure-alignment-usalignmodulePSproto-structure-design-rfdiffusion3modulePSproto-structure-dynamics-bioemumodulePSproto-structure-prediction-alphafold2modulePSproto-structure-prediction-alphafold3modulePSproto-structure-prediction-boltz2modulePSproto-structure-prediction-chai1modulePSproto-structure-prediction-esmfoldmodulePSproto-structure-prediction-esmfold2modulePSproto-structure-prediction-protenixmodulePSproto-structure-prediction-rf3modulePSproto-structure-prediction-viennarnamodulePSproto-structure-prediction-x3dnamodulePSproto-structure-scoring-dsspmodulePSproto-structure-scoring-ipsaemodulePSproto-structure-scoring-pdockq2modulePSproto-structure-scoring-pyrosettamodulePSproto-structure-scoring-structure-metricsmodule

12Variant analysis & genotyping

70 entries · 70 modules

Calling, phasing, annotation, and prioritization of genetic variation.

AEacmg evidence scorecardcatalog entryADadmixtools2catalog entryADadmixturecatalog entryAPadmixture plotcatalog entryAFallele-frequency-plotvisualizationALalphamissensecatalog entryADalphamissense dbcatalog entryANangsdcatalog entryAVannotate-variantspipelineAVannotate-variantstoolBTbcf to vcfcatalog entryCPcnv plotcatalog entryCHcnv-heatmapvisualizationcnvkitcatalog entryCRcrisprscancatalog entryDAdarwin alleleexpressioncatalog entryDAdarwin alphamissensecatalog entryDBdarwin bionemo deepvariantcatalog entryDMdarwin magmapcatalog entrydeepvariantmodelEXexomisercatalog entryECexomiser clicatalog entryECexomiser clinicalcatalog entryFVfilter-variantspipelinegatk-base-recalibratortoolgatk-haplotype-callertoolgatk-mutect2toolGAgatk4catalog entryGWgwaspolycatalog entryLDldsccatalog entryMUmutect2catalog entryNAnfcore alleleexpressioncatalog entryNCnfcore crisprseqcatalog entryNDnfcore deepvariantcatalog entryNGnfcore gwascatalog entryNMnfcore magmapcatalog entryNRnfcore rarevariantburdencatalog entryNVnfcore variantbenchmarkingcatalog entryNVnfcore variantcataloguecatalog entryNVnfcore variantprioritizationcatalog entryPDpepper deepvariantcatalog entryPCprs cscatalog entryPRprscscatalog entryPRprsice2catalog entryRVregulatory-variant-scoringpipelineSGsarek-germline-deepvariantpipelineSGsarek-germline-gatk4pipelineSSsarek-somatic-mutect2pipelineSSsarek-somatic-strelkapipelinesnpeffcatalog entrySVsomatic-variant-callingpipelineSAstar allele plotcatalog entrystrelka2catalog entryUDuniversal deepvariantcatalog entryVFvariant filtercatalog entryVSvariant score comparisoncatalog entryVTvariant tablecatalog entryVAvariant-annotationpipelineVAvariant-annotation-plotvisualizationVEvariant-explorervisualizationVVvariant-viewervisualizationVAvcf annotatecatalog entryVIvcf indexcatalog entryVMvcf mergecatalog entryVSvcf sortcatalog entryVTvcf to bcfcatalog entryVFvcf-filtertoolVNvcf-normalizetoolWGwes-gatk4pipelineWGwgs-gatk4pipeline

13Single-cell & spatial

63 entries · 63 modules

Clustering, trajectories, and spatial deconvolution across single-cell and spatial assays.

1010xgenomicscatalog entryAVadapter-velocitycatalog entryalevin frycatalog entryARarchrcatalog entrybbknncatalog entrycellchatcatalog entrycellrankcatalog entrycellrank trajcatalog entryCEcellrank2catalog entrycellxgenecatalog entrycellxgene censuscatalog entryDAdarwin alevin frycatalog entryDAdarwin archr toolcatalog entryDCdarwin cellrank toolcatalog entryDIdarwin imcytocatalog entryDMdarwin monocle3catalog entryDSdarwin scanpy workspacecatalog entryDSdarwin seurat workspacecatalog entryDTdarwin totalvicatalog entryEPepiscanpycatalog entryharmonycatalog entryHShelixfold singlemodelLTloom to h5adcatalog entrymonocle3catalog entrymonocle3 trajcatalog entryNCnf-core-spatialaxepipelineNInfcore imcytocatalog entryNSnfcore scrnaseqcatalog entryNSnfcore spatialvicatalog entryNSnfcore spatialxecatalog entryPSpaste spatialcatalog entryPSprorna3d singlecatalog entryPPpseudotime-plotvisualizationRSrapids singlecellcatalog entryRArnaseq-alevinpipelineSCscanoramacatalog entryscanpycatalog entryscanpy-preprocesstoolSCscvicatalog entrySTscvi-toolsmodelSSseal spatialcatalog entrySTsegmentation-to-singlecelltoolseuratcatalog entryseurat spatialcatalog entrySIsinglecellpipelineSEsinglecell-exectoolSMsinglecell-multiomepipelineSRsinglecell-rnaseqpipelineSRsinglecell-rnaseq-scanpypipelineSRsinglecell-rnaseq-scgptpipelineSSsinglecell-scgptpipelineSVsinglecell-vdjpipelineSIsinglercatalog entrySCspatial cell communicationcatalog entrySDspatial deconvolution plotcatalog entrySGspatial gene overlaycatalog entrySTspatial tissue mapcatalog entrySVspatial-viewervisualizationSPspatialdatacatalog entrySPspatialdecatalog entrytotalvicatalog entryTBtrajectory branching plotcatalog entryTVtrajectory-viewervisualization

14Epigenomics

58 entries · 58 modules

Methylation calling, chromatin accessibility, and histone-mark analysis.

AMadapter-methylpycatalog entryALalphagenomecatalog entryAFatac footprint plotcatalog entryATatacseqpipelineABatacseq-bwa-mem2pipelinebismarkcatalog entrybismark-aligntoolbismark-nativecatalog entryCMcfdna methylation mcedcatalog entryCHchipseqpipelineCBchipseq-broadpipelineCBchipseq-bwa-mem2pipelineCCchipseq-control-freepipelineCNchipseq-narrowpipelineCLchromatin-llmmodelDGdarwin genomeassemblercatalog entryDGdarwin genomeqccatalog entryDGdarwin genomeskimcatalog entryDMdarwin methylarraycatalog entryDMdarwin methylongcatalog entryDPdarwin pairgenomealigncatalog entryDPdarwin pangenomecatalog entryDSdarwin snapatac2 toolcatalog entryGBgenome browsercatalog entryGBgenome-browser-interactivevisualizationGBgenome-browser-trackvisualizationHIhicpipelineHIhiccupscatalog entryHIhicegnncatalog entryMHmethylation heatmapcatalog entryMBmethylation-bsseqpipelineMNmethylation-nanoporepipelineMRmethylation-rrbspipelineMWmethylation-wgbspipelineMEmethyldackelcatalog entryNCnf-core-epigenomesegmentationpipelineNCnf-core-hicpipelineNAnfcore atacseqcatalog entryNCnfcore chipseqcatalog entryNGnfcore genomeannotatorcatalog entryNGnfcore genomeassemblercatalog entryNGnfcore genomeqccatalog entryNGnfcore genomeskimcatalog entryNHnfcore hiccatalog entryNHnfcore hicarcatalog entryNMnfcore methylarraycatalog entryNMnfcore methylongcatalog entryNMnfcore methylseqcatalog entryNPnfcore pairgenomealigncatalog entryNPnfcore pangenomecatalog entryNVnfcore viralmetagenomecatalog entryOMomnigenomecatalog entryPDpangenome deepvariantcatalog entrySAsinglecell-atacpipelinesnapatac2catalog entrySMsnomed mappercatalog entrySYsyngenomecatalog entryWGwhole genome dna fmcatalog entry

15Validation & certification

53 entries · 53 modules

The systems that verify every other tool in the corpus.

VAvalidation-analysis-execution-runnermoduleVAvalidation-analysis-scope-addendummoduleVAvalidation-article-schema-document-buildermoduleVAvalidation-artifact-evidencemoduleVAvalidation-artifact-lineagemoduleVBvalidation-benchmark-kg-mrrmoduleVBvalidation-benchmark-mean-spearmanmoduleVBvalidation-benchmark-praucmoduleVCvalidation-certificate-gatemoduleVDvalidation-data-acquisition-plannermoduleVDvalidation-dcrf-bulk-ingest-convertermoduleVDvalidation-deterministic-auditmoduleVEvalidation-evidence-manifestmoduleVEvalidation-execution-plan-buildermoduleVGvalidation-grounding-convergence-harnessmoduleVMvalidation-model-review-orchestratormoduleVNvalidation-numeric-target-comparatormoduleVPvalidation-paper-benchmark-replicationmoduleVPvalidation-paper-de-claimsmoduleVPvalidation-paper-output-comparisonmoduleVPvalidation-paper-output-reconciliationmoduleVPvalidation-paper-reader-target-mappingmoduleVPvalidation-paper-replication-schemamoduleVPvalidation-paper-review-segmentsmoduleVPvalidation-paper-scope-auditmoduleVPvalidation-paper-scope-extractormoduleVPvalidation-paper-source-acquirermoduleVPvalidation-paper-specific-frameworkmoduleVPvalidation-paper-target-contract-buildermoduleVPvalidation-paper-target-review-chainmoduleVPvalidation-primary-json-inspectionmoduleVPvalidation-process-tracemoduleVPvalidation-public-analysis-plotsmoduleVPvalidation-public-data-downloadermoduleVPvalidation-public-release-gatemoduleVPvalidation-public-report-surfacemoduleVRvalidation-replication-findingsmoduleVRvalidation-report-package-buildermoduleVRvalidation-researcher-derivation-plannermoduleVRvalidation-reviewer-summarymoduleVSvalidation-schema-correction-packetmoduleVSvalidation-schema-gatemoduleVSvalidation-source-materials-ingestmoduleVSvalidation-statistical-comparisonmoduleVSvalidation-step-output-evidencemoduleVSvalidation-structured-telemetry-emittermoduleVTvalidation-target-review-gatemoduleVTvalidation-target-spec-mergemoduleVTvalidation-tool-evidencemoduleVVvalidation-visual-evidence-indexmoduleVVvalidation-visual-reference-pair-buildermoduleVVvalidation-visual-reproduction-evidencemoduleVWvalidation-workflow-state-controllermodule

16Search & sequence classification

51 entries · 51 modules

Sequence search, HMM scans, and taxonomic classification.

17Mass spectrometry & proteomics

50 entries · 50 modules

Raw conversion, identification, quantification, and statistical review.

18Alignment & mapping

41 entries · 41 modules

Read alignment and mapping, including the STAR family in three builds.

19Drug discovery & targets

37 entries · 37 modules

Docking, ADMET, screening, and target identification.

20Agent runtime

26 entries · 26 modules

The resident agents and their tool interfaces.

21Immunology & antibody analysis

26 entries · 26 modules

Repertoire analysis, epitope work, and antibody structure.

22Comparison tooling

25 entries · 25 modules

Side-by-side comparison of tools and outputs.

23Imaging & microscopy

24 entries · 24 modules

Segmentation, registration, and analysis for imaging assays.

24Annotation & function

23 entries · 23 modules

Functional annotation, pathway assignment, and AMR detection.

25Sequencing & read processing

22 entries · 22 modules

Trimming, deduplication, and QC for raw reads.

26Discovery services

22 entries · 22 modules

Retrieval and discovery plumbing for the platform.

27Phylogenetics & evolution

21 entries · 21 modules

Tree building, orthology, and comparative genomics.

28Microbiome & metagenomics

18 entries · 18 modules

Profiling, diversity, and differential abundance for microbial communities.

29Statistics & inference

16 entries · 16 modules

Classical and Bayesian inference, causal analysis, and power.

30Causal inference

12 entries · 12 modules

Causal operators for observational data.

31Publication tooling

8 entries · 8 modules

Reading, summarizing, and checking the literature.

32Assembly & genomes

6 entries · 6 modules

De novo assembly, scaffolding, and genome assessment.

33Metabolomics & small molecules

3 entries · 3 modules

Feature detection and flux analysis for metabolite studies.