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MESA-Rust

this repo contains a rust implementation of the orthogonal Moore grid from mesa.discrete_space.

It is work in progress and, at least for now, inteded as an exploration of the potential of rust for speeding up core MESA classes and data structures.

Local results on the default mesa benchmarks are

Model Size Init time [95% CI] Run time [95% CI]
BoltzmannWealth small 🟢 -60.1% [-60.6%, -59.4%] 🟢 -9.5% [-9.6%, -9.3%]
BoltzmannWealth large 🟢 -77.7% [-77.8%, -77.5%] 🟢 -28.3% [-30.5%, -25.3%]
Schelling small 🟢 -64.7% [-64.9%, -64.5%] 🟢 -14.2% [-14.6%, -13.9%]
Schelling large 🟢 -62.0% [-62.9%, -60.6%] 🟢 -22.2% [-25.5%, -19.1%]
WolfSheep small 🟢 -47.0% [-47.5%, -46.6%] 🟢 -47.3% [-49.8%, -44.6%]
WolfSheep large 🟢 -65.7% [-73.2%, -57.8%] 🟢 -36.4% [-38.5%, -34.5%]
BoidFlockers small 🔵 -1.8% [-3.7%, +0.3%] 🔵 -0.6% [-1.0%, -0.3%]
BoidFlockers large 🔵 -4.6% [-6.8%, -2.9%] 🔵 -2.6% [-3.2%, -2.0%]

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rust implementation of mesa classes

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