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Project description
mc_dagprop
mc_dagprop is a fast, Monte Carlo–style propagation simulator for directed acyclic graphs (DAGs), written in C++ with Python bindings via pybind11.
It allows you to model timing networks (timetables, precedence graphs, etc.) and inject user‐defined delay distributions on links.
Features
- Lightweight & high‑performance core in C++
- Expose a simple Python API via poetry or pip
- Define custom delay distributions per link‐type:
- Constant (linear scaling)
- Exponential (with cutoff)
- Easily extendable for Weibull, Gamma, …
- Single‐run (
run(seed)) and batch‐run (run_many([seeds])) support - Returns a SimResult struct: realized times, link delays, and causal events
Installation
# with poetry
poetry add mc_dagprop
# or with pip
pip install mc_dagprop
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