bn-fit-modify
OfficialBayesian network structure learning & fitting.
Authorletta-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill guides Bayesian Network tasks including structure learning, parameter estimation, intervention (do-calculus), and sampling with libraries like pgmpy.
Core Features & Use Cases
- Structure learning: DAG recovery from data under constraints.
- Parameter estimation: Fit CPDs and verify with model diagnostics.
- Interventions & sampling: Do-calculus operations and interventional sampling workflows.
Quick Start
Example: recover a DAG from data, fit CPDs, perform a do-intervention, and sample from the intervened network.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: bn-fit-modify Download link: https://github.com/letta-ai/skills/archive/main.zip#bn-fit-modify Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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