arXiv (OAI Expanded)
open access
Causal Probabilistic Programming via Magmadic Do-Notation
We introduce a do-notation metalanguage for causal probabilistic programming. The metalanguage is based on magmads: non-associative monads. We derive causal probabilistic programming constructs from non-associativity and the primitives of probabilistic programming.
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Causal Probabilistic Programming via Magmadic Do-Notation#924989
- PetriBench: Benchmarking LLM Reasoning over Dynamic State Spaces#1014930
- Improving Large Language Models for Code through Runtime Program-State Reasoning#1119432
- Scenes: A Meta-Logical Algebra for Mutable State#1077309
- Adventures in Advanced Symbolic Programming#3364
Record · ID 920755
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive