Simulation Libraries

29 Components & Libraries

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Simulation Libraries

Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.

Mesa allows users to quickly create agent-based models using built-in core components (such as spatial grids and agent schedulers) or customized implementations; visualize them using a browser-based …

A lightweight Python library for simulating Chinese handwriting

Reveal the nature of Chinese handwriting and use it to implement beautiful, simple and easy-to-use interfaces. 首先，在水平位置、竖直位置和字体大小三个自由度上，对每个字的整体做随机扰动。随后，在水平位置、竖直位置和旋转角度三个自由度上，对每个字的每个笔画做随机扰动。

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

Awesome software projects sub-categorized by focus. To the extent possible under law, all contributors have waived all copyright and related or neighboring rights to this work.

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

Multi-Agent Language Game Environments for LLMs ChatArena is a library that provides multi-agent language game environments and facilitates research about autonomous LLM agents and their social inter…

An information security preparedness tool to do adversarial simulation.

Metta is an information security preparedness tool. This project uses Redis/Celery, python, and vagrant with virtualbox to do adversarial simulation. This allows you to test (mostly) your host based…

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

SU2: An Open-Source Suite for Multiphysics Simulation and Design

Computational analysis tools have revolutionized the way we design engineering systems, but most established codes are proprietary, unavailable, or prohibitively expensive for many users. The SU2 tea…

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Thank you for reading and for being a supporter of Towards AI! Big thank you to C4H3I LLC for sponsoring us in June, 2022!

Cryptocurrency trading bot with a graphical user interface with support for simulations, backtests, optimizations, and running live bots.

Cryptocurrency trading bot that allows users to create strategies and then backtest, optimize, simulate, or run live bots using them. Telegram integration has been added to support easier and remote …

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

Open-source, implicit 3D structural geological modeling in Python. We provide the latest release version of GemPy via PyPi package services. We highly recommend using PyPi, The following versions are…

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

Aakash Bangalore Satish, Mohit Singh Chauhan, Lohit Vandanapu, Ketson RM dos Santos, Katiana Kontolati, Dimitris Loukrezis, Promit Chakroborty, Lukáš Novák, Andrew Solanto, Connor Krill To engage in …

Vehicle and mobile robotics simulator. C++ & Python API. Use it as a standalone application or via ROS 1 or ROS 2

Lightweight, realistic dynamical simulator for 2D ("2.5D") vehicles and robots. It is tailored to analysis of vehicle dynamics, wheel-ground contact forces and accurate simulation of typical robot se…

The modular galaxy image simulation toolkit. Documentation:

GalSim is open-source software for simulating images of astronomical objects (stars, galaxies) in a variety of ways. The bulk of the calculations are carried out in C++, and the user interface is in…

A Python Library for Conway's Game of Life

A Python library for Conway's Game of Life Simulate your first lifeforms in few lines of code: To install Seagull, run this command in your terminal: This is the preferred method to install Seagull, …

Scientific Computing for Chemists text for teaching basic computing skills to chemistry students using Python, Jupyter notebooks, and the SciPy stack. This text makes use of a variety of packages including NumPy, SciPy, matplotlib, pandas, seaborn, NMRglue, SymPy, scikit-image, and scikit-learn.

The following is the textbook used for the Scientific Computing Chemists course intended to teach chemists and chemistry students basic computer programming in Python and Jupyter Notebooks and advanc…

MiniCPS: a framework for Cyber-Physical Systems real-time simulation, built on top of mininet

Simulate dynamic systems expressed in block diagram form using Python

Key features include: We first sketch the dynamic system we want to simulate as a block diagram, for example this simple first-order system which is just 15 lines of executable code. The red block an…

Simulation of Digital Communication (physical layer) in Python.

Simulation of Digital Communication (physical layer) in Python. This includes classes related to digital modulation (M-QAM, M-PSK, etc), AWGN channel, Rayleigh and tapped delay line channel models, c…

Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning

Here you find my IPython (Jupyter) notebooks from my blog (ipythonquant.wordpress.org). Feel free to download the samples and play around with them.

An open source soccer/football manager game

The purpose of this project is to provide an interesting and fun game for simulating a manager's life in a simple way: managing a team, dealing with players, finances and many other features. Resembl…

ROS tutorial by Purdue SMART lab: Gazebo simulation - autonomous mobile robot navigation and creating custom robots and sensor plugins

ROS tutorial by Purdue SMART lab: Husky mobile robot navigation and creating custom robots with sensor plugins in Gazebo simulation. This tutorial serves as an introduction to driving and controlling…

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

Required Files: Linear regression is a linear approach to model the relationship between a scalar response (dependent varaible) and one or more explanatory variables (independent variables). The case…

Serial communication link bit error rate tester simulator, written in Python.

PyBERT is a serial communication link bit error rate tester simulator with a graphical user interface (GUI). Notice: Before using this package for any purpose, you MUST read and understand the terms …

An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.

mobile-env supports multi-agent and centralized reinforcement learning policies. It provides various choices for rewards and observations. mobile-env is also easily extendable, so that anyone may add…

An open source soccer/football manager game

This repository provides a simple python script for getting experience with common modulation techniques i.e. QAM, PSK, ASK and BPSK

This repository provides a simple python script for getting experience with common modulation techniques i.e. QAM, QPSK, and BPSK

Towards-Explainable-AI-System-for-Traffic-Sign-Recognition-and-Deployment-in-a-Simulated-Environment

This project is part of the CS course 'Systems Engineering Meets Life Sciences I' at Goethe University Frankfurt. In this Computer Vision project, we present our first attempt at tackling the problem of traffic sign recognition using a systems engineering approach.

Recent advances in Machine Learning are pushing the boundaries of real world AI applicationsand are becoming more and more integrated in our daily lives. As researchadvances, the long-term goal of au…

Inverse binomial sampling for efficient log-likelihood estimation of simulator models

IBS is commonly used as a part of an algorithm for maximum-likelihood estimation or Bayesian inference. This repository stores basic and advanced implementations and example usages of IBS in various …

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