td-glm
Comprehensive Generalized Linear Model analytics for regression and classification
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Comprehensive Generalized Linear Model analytics for regression and classification
External tool integration and citation requirements for Mycelia
SLURM and HPC guidance for Mycelia benchmarks and large-scale analysis
Hopf bifurcation detection for dynamical system state transitions with GF(3) phase portraits
Cybernetic immune system with Varela+Friston+Powers for Self/Non-Self discrimination via reafference, GF(3) trit encoding, and information geometry
Dynamic structures via polynomial functor arrangements from Topos Institute
Guerino Mazzola's mathematical music theory - Forms, Denotators, Morphisms, and Neo-Riemannian PLR operations with Gay.jl color integration
GitHub author interaction network discovery. Maps cobordisms between
Propagator-based parallel structure for exploiting knowledge differentials
StructuredDecompositions.jl sheaves on tree decompositions for FPT algorithms with bidirectional navigation
Sheaf neural network coordination via graph Laplacians for distributed
Non-orientable topological filtering that eliminates self-revisiting paths
Translate programming concepts to biological parallels using real ontology terms from EBI OLS.
Waddington's epigenetic landscape: cell fate as gradient flow on potential surfaces, connecting developmental biology to dynamical systems, Schrödinger bridges, and fractional diffusion
QUIC channel quality grading with BBRv3 congestion control analysis. Classifies network paths into GF(3) tiers based on RTT, bandwidth, loss, and pacing efficiency. Integrates with Iroh P2P and world-letter cro...
Layer 4: Derivational Pattern Generation via Seed Chaining
Möbius inversion for Gay.jl color duality - closes sparsification spine gap
Maximum velocity MCP execution via geodesic untangling. Maoist self-criticism for why slowtime was ever necessary. Topological cybernetic feedback for ongoing tour discovery.
Topological data analysis for stable feature verification across filtrations
Homotopical approach to Artificial Life where 'life' is the topology of changes (diffs). Three orthogonal directions: Behavioral (→), Structural (↓), Bridge (↘) with Narya interaction-time verification.
Playful mutual ingression meets Leonid Levin's algorithmic bounds. Use for: playful exploration with theoretical guarantees, mutual ingression with convergence proofs, emergent solutions within complexity bound...
Ergodic random walks over DuckLake lakehouses with GF(3) triadic concurrent walkers. Society-of-mind coordination for schema exploration.
Play/Coplay arena theory for autopoietic closure with GF(3) conservation
Möbius inversion on posets and lattices: alternating sums, chromatic polynomials, incidence algebras, and centrality predicates.
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