Data Science & ML Habilidades de Claude

Descubre Habilidades de Claude para data science & ml. Explora 61 habilidades y encuentra las capacidades perfectas para tus flujos de trabajo de IA.

Ollama Local AI Integration

Integrates Ollama into projects for local AI inference, model management, and streaming API implementation.

Data Science & ML

AI & LLM Development Suite

Standardizes the integration and optimization of Large Language Models through live research protocols and production-grade engineering patterns.

Data Science & ML

LLM Gateway Routing

Manages multi-model access, fallbacks, and cost-based routing using OpenRouter and LiteLLM.

Data Science & ML

LLM Communication Optimizer

Masters the art of prompting by treating LLMs like senior engineers through goal-oriented instructions and clear role definition.

Data Science & ML

Dynamical Systems Semi-Conjugacy

Analyzes and maps surjective relationships between dynamical systems to understand qualitative behaviors and structural stability.

Data Science & ML

Three-Match Topological SAT Solver

Reduces complex 3-SAT problems to colored subgraph isomorphism using non-backtracking geodesics and Möbius filtering.

Data Science & ML

Three-Match SAT Resolver

Reduces 3-SAT problems to colored subgraph isomorphisms using non-backtracking geodesics and Möbius filtering.

Data Science & ML

Three-Match Topological 3-SAT Solver

Reduces complex 3-SAT problems to colored subgraph isomorphisms using topological geodesics and Möbius filtering.

Data Science & ML

Harmonic Centrality Transport

Facilitates topological transport of data structures using harmonic centrality and GF(3) Galois actions for conserved graph-based operations.

Data Science & ML

Mathpix OCR LaTeX Extraction

Extracts LaTeX and mathematical structures from images and PDFs using high-precision OCR and balanced ternary checkpoints.

Data Science & ML

CatSharp Sonification

Sonifies Galois Field color streams and code execution flows using mathematical music theory and categorical structures.

Data Science & ML

Stable Manifold Analysis

Analyzes dynamical systems to identify and model manifolds of points converging toward equilibrium states.

Data Science & ML

Koopman Generator

Linearizes nonlinear dynamical systems using Koopman operator theory to generate predictive models from observable data.

Data Science & ML

Gay Monte Carlo Measurements

Performs deterministic, color-coded Monte Carlo uncertainty propagation and gamut-aware probability distribution analysis.

Data Science & ML

LaSalle Invariance Analysis

Analyzes dynamical systems using the LaSalle Invariance Principle to determine asymptotic stability and long-term qualitative behavior.

Data Science & ML

Ordered Locale Fanout

Orchestrates triadic parallel agent dispatch using ordered locale theory and deterministic seeding for balanced AI workflows.

Data Science & ML

SplitMixTernary Opine

Generates deterministic, triadic opinions on propositions using a SplitMix64-based hashing algorithm for algorithmic hyperrealpolitik.

Data Science & ML

IES Triadic Framework

Facilitates complex system modeling through a triadic balance of categorical structure, cybernetic agency, and phenomenological observation.

Data Science & ML

Phase Space Transformation

Implements coordinate changes that preserve system dynamics within complex dynamical systems and manifolds.

Data Science & ML

Persistent Homology Analyzer

Analyzes code structure using topological data analysis to identify stable features and structural vulnerabilities across complexity levels.

Data Science & ML

Influence Propagation Analysis

Analyzes and traces the flow of ideas, topics, and behaviors across complex social and interperspectival networks.

Data Science & ML

Ultrametric Distance Metrics

Computes non-Archimedean distance metrics for hierarchical clustering, p-adic analysis, and version control ancestry.

Data Science & ML

Color Envelope Preserving

Enforces GF(3) color conservation and deterministic traversal across complex data navigator compositions.

Data Science & ML

Structural Stability Analysis

Analyzes the robustness of qualitative dynamics in complex systems to ensure stability under perturbations.

Data Science & ML

TrueALIFE: Self-Indexing Automata

Implements self-indexing automata and metabolic computational patterns at the edge of chaos using GF(3) logic.

Data Science & ML

Browser History ACSet

Transforms multi-browser history into a unified categorical structure for behavioral analysis and cross-language data consistency.

Data Science & ML

Plurigrid ASI Integrated

Orchestrates a topological system of specialized skills using category theory, ternary logic, and autonomous synthesis protocols.

Data Science & ML

Local Compositionality Gadget

Manages ergodic local updates using Blume-Capel dynamics and GF(3) conservation for topological graph rewriting.

Data Science & ML

Kolmogorov Complexity & Compression

Analyzes and approximates Kolmogorov complexity to evaluate intelligence, optimize code brevity, and measure informational density.

Data Science & ML

Hyperbolicity Analysis

Analyzes and implements robust dynamical systems by ensuring stable equilibria through eigenvalue placement.

Data Science & ML

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