bioservices
Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, QuickGO. Unified API for…
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Updated 10-29 00:09
17,103 results
Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, QuickGO. Unified API for…
Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for population-scale…
Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug…
Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python…
Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and MS…
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick…
Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA…
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art…
Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual…
PostgreSQL query optimization, JSONB operations, advanced indexing strategies, partitioning, connection management, and database administration. Use this skill…
Dashboard template using the Partnership model. AI proposes complete data visualization architecture based on best practices (stat cards, charts, data tables),…
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with…
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and…
Using palladium's leading turn as a confirmation condition, examine whether silver's short-term rises and falls receive synchronized support from industrial prosperity and risk sentiment, and mark failed moves that lack palladium participation.
Bun runtime, package manager, bundler, and test runner. Use when running scripts with bun, managing packages, serving HTTP with Bun.serve, querying databases…
Builds Flutter forms with validation and user input handling. Use when creating login screens, data entry forms, or any multi-field user input.
Executes long-running tasks in background isolates to keep the UI responsive. Use when performing heavy computations or parsing large datasets.
Create Harbor benchmark adapters that convert external benchmark datasets into Harbor task format. Use when porting an existing benchmark to Harbor, running…
Build the request-body JSON for the IndyKite Capture API batch node-property delete (`POST /capture/v1/nodes/properties/delete`) - a `nodes` array (1-250 per…
Build the request-body JSON for the IndyKite Capture API batch property-metadata delete (`POST /capture/v1/nodes/properties/metadata/delete`) - a `nodes` array…
Build the request-body JSON for the IndyKite Capture API batch node delete (`POST /capture/v1/nodes/delete`) - a `nodes` array (1-250 per request) of…
Build the request-body JSON for the IndyKite Capture API batch relationship delete (`POST /capture/v1/relationships/delete`) - a `relationships` array (1-250…
MobilityGen SDG: record trajectories then replay-render sensors. Use for mobile-robot synthetic datasets.
Take data, observations, or notes and surface non-obvious insights that click into place. Use when user says "what does this mean?", "connect the dots",…