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Data & Analytics
Data analysis, BI, visualization, datasets, statistics, and ML workflows
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Showing 1,129–1,152 of 12,625 skills
- Snn Streaming Qubit ReadoutUse for real-time superconducting qubit readout with spiking neural networks on FPGA. Streaming SNN discriminators.Votes: 0GitHub stars: 3
- Quantum U Statistics EfficiencyUnique Cramér-Rao-efficient quantum U-statistic estimators.Votes: 0GitHub stars: 3
- Efficient Ml Degradation Forecasting AemData-driven machine learning approach for medium-term degradation forecasting in Anion Exchange Membrane water electrolyzers using LSTMs and CNNsVotes: 0GitHub stars: 3
- Greens Operator Multitask RnnGreen's operator analysis of task reuse in multitask RNNs.Votes: 0GitHub stars: 3
- Rf Constrained Mei Visual CortexUse when synthesizing most-exciting-inputs for early visual cortex voxels.Votes: 0GitHub stars: 3
- Infant Fmri Deep Learning ReviewDeep learning for infant fMRI: representations, prediction, validation.Votes: 0GitHub stars: 3
- Pyopenms Mass SpectrometryMS data processing with PyOpenMS for LC-MS/MS proteomics and metabolomics — mzML/mzXML I/O, signal processing (smoothing, peak picking, centroiding), feature detection/linking, peptide/protein ID with FDR, untargeted metabolomics. Use matchms for simple spectral matching.Votes: 0GitHub stars: 19
- Mofaplus Multi OmicsMulti-Omics Factor Analysis v2 (MOFA+) with mofapy2. Jointly decompose omics layers (scRNA, ATAC, proteomics, methylation) into latent factors capturing major variation. Multi-group designs. AnnData views → MOFA object → train → variance explained → correlate factors with metadata → visualize/cluster → enrich top loadings.Votes: 0GitHub stars: 19
- Maxquant ProteomicsMaxQuant + Perseus proteomics pipeline: run MaxQuant for LFQ and SILAC; parse proteinGroups.txt in Python; filter contaminants/decoys; log2 + median-normalize; impute MNAR; t-test with FDR; volcano plot; GO/pathway enrichment. Use Proteome Discoverer for Thermo-native processing; FragPipe/MSFragger for GPU-accelerated DB search.Votes: 0GitHub stars: 19
- Homer Motif AnalysisDe novo and known TF motif enrichment in ChIP-seq/ATAC-seq peaks via HOMER. findMotifsGenome.pl finds over-represented patterns vs background; annotatePeaks.pl assigns context (TSS distance, gene, repeat). Use after MACS3 to identify enriched TFs, annotate peaks with nearest genes, and validate ChIP-seq via the target motif.Votes: 0GitHub stars: 19
- Cellchat Cell CommunicationInfer and visualize intercellular communication from scRNA-seq with CellChat (R). Build CellChat from Seurat/counts → subset CellChatDB ligand-receptor pairs → over-expressed genes per group → communication probabilities → pathway signaling → network centrality (senders/receivers/influencers) → chord/heatmap/bubble plots → cross-condition compare. Human, mouse. Use liana for pure-Python.Votes: 0GitHub stars: 19
- Arboreto Grn InferenceGRN inference from expression via GRNBoost2 (gradient boosting) or GENIE3 (Random Forest). Load matrix, filter by TFs, infer TF-target-importance links, save network. Dask-parallelized to single-cell scale. Core SCENIC component.Votes: 0GitHub stars: 19
- CanteraRuns Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement. Use for combustion kinetics, closed adiabatic ideal-gas constant-volume or constant-pressure ignition, temperature histories, or mechanism-specific ignition-delay comparisons.Votes: 0GitHub stars: 22
- MlviewAnalyze an ML or deep-learning workflow with the active host model and publish a source-linked interactive MLView artifact.Votes: 0GitHub stars: 22
- New Page Indexation TrackerTracks how long new pages take to get picked up by Google and start earning traffic, from live Google Search Console data in your Coupler.io workspace — days from publish to first impression, to first click, to a settled ranking, and which pages have gone nowhere. Use for "are my new pages getting indexed by Google", "how long until new content ranks in search", "which of my pages is Google ignoring", "did my new posts get picked up in search", "why isn't my new page showing up in Google", "h...Votes: 0GitHub stars: 35
- Gsc Search Opportunity FinderFinds the clicks you're leaving on the table in Google Search, from live Search Console data in your Coupler.io workspace — queries ranking just off page one, pages that get seen but not clicked, and pages quietly competing with each other for the same query. Use for "which keywords are close to page one on my site", "striking distance keyword report", "which of my pages get search impressions but no clicks", "find my organic CTR gaps", "are my pages cannibalizing each other in search", "wher...Votes: 0GitHub stars: 35
- Gsc Ga4 Landing Page PerformanceJoins Google Search Console and GA4 to show which landing pages bring organic traffic and what that traffic does once it lands, from live data in your Coupler.io workspace — search clicks and rankings next to engagement, key events and revenue, per page. Use for "does my organic search traffic convert", "which landing pages actually make money from SEO", "which SEO pages are worth the effort", "my rankings are up but sales aren't", "which pages get search clicks but no conversions", "landing ...Votes: 0GitHub stars: 35
- Gsc Country Device PerformanceBreaks organic search performance down by country and device, from live Google Search Console data in your Coupler.io workspace — clicks, impressions, click-through rate and average position by market and by phone/desktop/tablet, against the site's own average. Use for "how does my organic search do by country", "which markets underperform in search", "is mobile or desktop better for my search traffic", "where am I losing search clicks by device", "should I localise for SEO", "which countries...Votes: 0GitHub stars: 35
- Content Decay DetectorFinds pages that are quietly losing organic traffic over time, from live Google Search Console data in your Coupler.io workspace — which pages are down on clicks, whether it's a ranking slip or fewer people searching, and which are worth updating first. Use for "which of my pages are losing search traffic", "what content is decaying", "which blog posts should I refresh", "why is my organic search traffic sliding", "which pages dropped in Google since last quarter", "find pages that need updat...Votes: 0GitHub stars: 35
- Branded Vs Nonbranded Search SplitSplits your organic search into brand and non-brand and tells you which is really growing, from live Google Search Console data in your Coupler.io workspace — clicks, impressions, CTR and position for people searching your name versus people finding you cold, the non-brand share and its trend, and new non-brand queries coming in. Use for "is my SEO growth real or just brand", "brand vs non-brand organic search", "how much of my search traffic is people searching my name", "is my non-brand sea...Votes: 0GitHub stars: 35
- TableauLoad when the user asks about Tableau: find, build, copy, edit, redesign, or check a Tableau workbook, dashboard, view, or data source. Covers the tableau_* tools, the .twb builder with its design layer, data sources on SignalPilot connections, the design standard, and the render review.Votes: 0GitHub stars: 485
- D Official Market Analysis基于最新可验证的政府、监管、平台官方、行业协会、上市公司财报和权威第三方数据，研究影视、微短剧、漫剧、AI影视、网络动画与剧情短视频市场。用于“调用D”“用D分析”“现在什么剧情最火”“分析微短剧/漫剧/AI影视市场”“这个剧本有没有市场”“适合哪个平台”“是否值得立项”等市场趋势、题材排名、平台对比和具体项目评估任务；默认研究中国大陆最近30天、90天和12个月，并在需要时增加海外对照。Votes: 0GitHub stars: 214
- TelluriumSimulates biochemical kinetic models from SBML or Antimony with Tellurium and libRoadRunner, checks model units, compares deterministic parameter perturbations, and exports and replays SBML plus SED-ML COMBINE archives. Use for reaction-network time courses, kinetic parameters, concentration dynamics and reproducible simulation experiments; steady-state constraint-based metabolic flux analysis belongs to cobrapy.Votes: 0GitHub stars: 47,690
- Qiime2 AmpliconProcesses paired-end 16S amplicon reads into QIIME 2 ASVs and taxonomy with retained artifact provenance. Checks paired FASTQ manifests, primer orientation diagnostics, predicted post-trimming overlap, sample IDs, runtime versions and read retention, and guides selection of compatible taxonomic classifiers.Votes: 0GitHub stars: 47,690