Data Science & ML Claude 技能

发现data science & ml类别的 Claude 技能。浏览 61 个技能，找到适合您 AI 工作流程的完美功能。

Exo Distributed Inference

Orchestrates distributed LLM inference across Apple Silicon clusters using RDMA and MLX sharding.

Data Science & ML

Three-Match 3-SAT Gadget

Reduces 3-SAT problems to colored subgraph isomorphism using local geodesic constraints and GF(3) conservation.

Data Science & ML

HoloViz Data Visualization Expert

Creates advanced, interactive, and declarative data visualizations using HoloViews and the HoloViz ecosystem for complex data exploration.

Data Science & ML

GNU Scheme & Distributed Agents

Facilitates building distributed cognitive agents and portable WebAssembly applications using the GNU Scheme ecosystem including Guile, Goblins, Hoot, and Fibers.

Data Science & ML

Video Processing Pipeline

Automates video metadata extraction, thumbnail generation, web-optimized transcoding, and audio extraction with integrated DuckDB tracking.

Data Science & ML

Self-Evolving AI Agent

Implements Darwin Gödel Machine patterns to create self-improving AI agents capable of open-ended evolution and lifelong learning.

Data Science & ML

DiscoPy Operads

Facilitates computational category theory and operadic composition for advanced AI modeling and string diagram manipulation.

Data Science & ML

Implicit Coordination

Facilitates high-performance multi-agent coordination through environmental stigmergy and trace-based state modification instead of message passing.

Data Science & ML

Map Projection & Geodesic Analysis

Analyzes and implements map projections using category theory and distortion metrics for precise geospatial transformations.

Data Science & ML

Multiversal Finance

Implements decentralized prediction markets for pattern discovery based on curiosity-driven compression progress metrics.

Data Science & ML

LLM Application Development

Streamlines the creation of AI-powered features through expert prompt engineering, RAG patterns, and multi-model API integrations.

Data Science & ML

DisCoPy String Diagram Framework

Computes and visualizes monoidal categories, quantum circuits, and natural language structures using string diagrams.

Data Science & ML

PolicyEngine Aggregation Patterns

Standardizes variable summation and entity aggregation within the PolicyEngine microsimulation framework.

Data Science & ML

Jupyter Notebook Assistant

Refactors, cleans, and optimizes Jupyter notebooks to improve code readability, maintainability, and reproducibility.

Data Science & ML

Data Cleaning Pipeline Generator

Automates the creation of robust data cleaning and preprocessing pipelines for Python-based data science workflows.

Data Science & ML

Research Ethics & Compliance

Provides PhD-level guidance on research ethics, IRB compliance, and data privacy analysis for study protocols and algorithmic models.

Data Science & ML

Vector Field Dynamics

Models and analyzes dynamical systems by assigning vectors to points in phase space to define complex flows and trajectories.

Data Science & ML

Structured Decompositions

Applies category theory and sheaves on tree decompositions to solve complex combinatorial problems with Fixed-Parameter Tractable (FPT) algorithms.

Data Science & ML

Cognitive Surrogate Engine

Constructs high-fidelity psychological models from interaction patterns to predict intellectual trajectories and maintain authentic voice consistency.

Data Science & ML

Enzyme.jl Automatic Differentiation

Provides high-performance LLVM-level automatic differentiation for Julia code on CPU and GPU architectures.

Data Science & ML

Shadow Goblin

Integrates advanced topological graph theory and bicomodule structures into Claude for complex scientific computing and algebraic modeling.

Data Science & ML

Möbius Inversion Engine

Performs advanced Möbius inversion on partially ordered sets and lattices to solve complex combinatorial, topological, and graph-theoretic problems.

Data Science & ML

Networked System Dynamics

Models and analyzes dynamical systems on graph structures to understand complex flow behaviors and stability.

Data Science & ML

Unwiring Arena

Implements play/coplay arena theory for autopoietic closure and learning through GF(3) conservation.

Data Science & ML

Skill Embedding VSS

Performs vector similarity search and hierarchical clustering for agent skills using P-adic ultrametrics and MLX-powered embeddings.

Data Science & ML

GF(3) Tripartite Orchestration

Coordinates multi-agent systems and state transitions using GF(3) Galois Field conservation principles.

Data Science & ML

Agent-O-Rama

Extracts behavioral patterns and trains cognitive learning agents from interaction sequences.

Data Science & ML

CRN Topology & Reaction Network Generator

Generates and analyzes Chemical Reaction Network (CRN) hypergraph structures to predict dynamical behaviors like stability and oscillations.

Data Science & ML

Rezk Types & Local Univalence

Implements local univalence and complete Segal space semantics for synthetic infinity-category theory and topological chemistry.

Data Science & ML

Ergodicity & Dynamical Systems

Analyzes and models complex dynamical systems using ergodicity principles where time averages equate to space averages.

Data Science & ML

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