true-alife
TrueALIFE: Self-Indexing Automata at the Edge of Chaos
发现 databases bioinformatics 相关 Skills,比较来源仓库和用途,查看适合你工作流的技能说明。
TrueALIFE: Self-Indexing Automata at the Edge of Chaos
Compositional algorithm and data analysis via algebraic databases
GF(3) color envelope preservation across navigator compositions
Bengio's GFlowNets: Generative Flow Networks that sample proportionally to reward. Diversity over maximization for causal discovery and molecule design.
ACSets (Attributed C-Sets): Algebraic databases with Specter-style bidirectional
Cross-agent session database with B3 Poset and Bumpus sheaves
Ihara zeta function for graphs: non-backtracking walks, prime cycles, and spectral analysis via det(I - uB).
Replace time with color chain derivations via seed chaining
DisCoPy: Python library for computing with string diagrams - monoidal
Lee Cronin's Assembly Theory for molecular complexity measurement and
Compare data structures (DuckDB, LanceDB) via ACSets with persistent homology coverage analysis and geometric morphism translation.
Interleave three deterministic color streams into balanced schedules
3-MATCH gadgets and non-backtracking geodesics for 3-SAT via colored subgraph isomorphism.
Hedges' 4-kind lattice for bidirectional programming - covariant/contravariant/invariant/bivariant types with GF(3) correspondence
Replace temporal succession with derivational chains using deterministic seeds and GF(3) invariants.
Scholze-Clausen condensed mathematics bridge to sheaf neural networks via 6-functor formalism
Deep analytical investigation mode using Bayesian reasoning, superforecasting techniques, and rigorous hypothesis testing. Combines methods from Kahneman, Tetlock, Peirce, and Feynman. Use when user invokes /in...
UK survey data enhancement - FRS with WAS imputation patterns
"Hierarchical task decomposition with control flow nodes and dual memory systems from ReAcTree research. Trigger keywords: ReAcTree, parallel execution, working memory, episodic memory, LOOP, CONDITIONAL, FEEDB...
Global drug development pipeline tracking by disease, target, mechanism, or company. Use for competitive intelligence, opportunity identification, and trend analysis. Keywords: pipeline, drug development, clin...
Generate comprehensive target profiles including druggability assessment, disease associations, pathway context, and competitive landscape. Use this skill when analyzing drug targets for validation, dossier cr...
Generate professional drug discovery reports including target dossiers, competitive briefs, and Go/No-Go decision summaries. Use this skill when you need formatted reports for presentations, decision meetings,...
Orchestrates life sciences APIs to build knowledge graphs using the Fuzzy-to-Fact protocol, combining MCPs for nodes and curl for edges, then persisting to Graphiti. This skill should be used when the user asks...
Queries protein databases (UniProt, STRING, BioGRID) via curl for protein lookups, protein-protein interactions, functional enrichment analysis, and cross-database ID mapping. This skill should be used when the...
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。