Python simulation-framework

Open-source Python projects categorized as simulation-framework | Edit details

Top 4 Python simulation-framework Projects

  • GitHub repo ai-economist

    Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

    Project mention: "The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning", Zheng et al 2021 {Salesforce} | reddit.com/r/reinforcementlearning | 2021-08-05
  • GitHub repo simupy

    A framework for modeling and simulating dynamical systems

    Project mention: Petition: End MATLAB in UIUC courses | reddit.com/r/UIUC | 2021-10-02

    I am not a controls person, but it after a bit of searching appears that the open source Xcos by SciLab appears to be relatively capable, and Python has simupy, which is at least competent enough to get use by NASA (though I think it lacks GUI support(?)).

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo seagull

    A Python Library for Conway's Game of Life

    Project mention: Which language do you use to code cellular automata? | reddit.com/r/cellular_automata | 2021-05-24

    Python! I even made a small library to do it: https://github.com/ljvmiranda921/seagull

  • GitHub repo fdtd

    A 3D electromagnetic FDTD simulator written in Python

    Project mention: In a demonstration of Einstein’s E=mc2, collisions of light yielded electrons and positrons. Physicists are claiming the first direct observation of the long-sought Breit-Wheeler process, in which two particles of light, or photons, crash into one another & produce an electron & a positron. | reddit.com/r/science | 2021-08-10

    I am trying to create a cellular automata based on electro-magnetism and see what happens if I add gravity to it. I found this repository that simulates EM and managed to add gravity to it just by adding a scalar field that averages itself over time with neighboring cells and making the gravity in a spot proportional to the difference of the G scalar field at that location relative to it's neighbors.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-10-02.

Python simulation-framework related posts

Index

What are some of the best open-source simulation-framework projects in Python? This list will help you:

Project Stars
1 ai-economist 723
2 simupy 396
3 seagull 140
4 fdtd 136
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