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Top 23 Python Simulation Projects
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.Project mention: Use data from tables generated in python console, | reddit.com/r/pythonhelp | 2022-02-14
No need to post the help, here is the DiscreteFactor class https://github.com/pgmpy/pgmpy/blob/eb65f40d2b32bf2ad971181333bb9ed7aefde907/pgmpy/factors/discrete/DiscreteFactor.py
Mesa is an agent-based modeling framework in Python (by projectmesa)
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
Repository for the main Dockerfile with the Openworm software stack and project-wide issuesProject mention: Exclusive Q&A: John Carmack's 'Different Path' to Artificial General Intelligence | reddit.com/r/agi | 2023-02-03
Simulating biological life is a very different thing from the sort of AI discussed here, but fyi, openworm.org exists. They're simulating all the neurons, connections, and other cells in a nematode. They didn't code behavior, but when they run the simulation, it begins swimming like its real world counterpart.
The FLIP Fluids addon is a tool that helps you set up, run, and render high quality liquid fluid effects all within Blender, the free and open source 3D creation suite.Project mention: Flip Fluids ignoring obstacle | reddit.com/r/blender | 2022-11-20
Make sure that your objects have correct manifold/closed/watertight geometry. See this topic for more info and how to verify geometry: https://github.com/rlguy/Blender-FLIP-Fluids/wiki/Manifold-Meshes
Fake Protocol Server
Unknown Horizons official code repositoryProject mention: Starting an open-source re-implementation of an old game | reddit.com/r/REGames | 2022-11-18
In case you didn't know about it you might be interested in contributing to https://unknown-horizons.org/
Simulation of spiking neural networks (SNNs) using PyTorch.
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Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
Fast and flexible physics-based battery models in Python
An abstraction library for interfacing EDA toolsProject mention: Introduction to FPGAs | news.ycombinator.com | 2023-02-06
Check out https://github.com/olofk/fusesoc. It gives you a command line build flow that can drive Vivado (along with many other eda tools via edalize https://github.com/olofk/edalize) without having to touch the GUI (though you might want it for programming the board, though FuseSoC can do that too).
A framework for modeling and simulating dynamical systems
Next generation High-Power Rocketry 6-DOF Trajectory SimulationProject mention: RocketPy's Version 0.13.0 is out! | reddit.com/r/RocketPy | 2023-01-24
No! It's RocketPy's Version 0.13.0 that is out now! Our biggest release so far accounts for many, many new features. 13, to be exact (actually, there are 22). The main ones stem from the Environment Analysis done both for EuroC Rocket Competition and Spaceport America Cup, which can now be accessed here: https://github.com/RocketPy-Team/RocketPy/blob/master/rocketpy/EnvironmentAnalysis.py
An Open Source package that allows video game creators, AI researchers and hobbyists the opportunity to learn complex behaviors for their Non Player Characters or agentsProject mention: An orb learns to dodge obstacles, collect other orbs and reach the end platform by itself using PPO RL AI | reddit.com/r/godot | 2023-01-20
1. You will need to setup a virtual environment in python, install the module with pip, and run the "gdrl" command. Then to use it with godot, simply add a "sync" node provided with the plugin to the tree and it will take care of all your agents and their communication with the python module. The agent needs to be in the "AGENT" group and have 3 compulsory variables and some compulsory functions. You can check it out here: Custom Environment .
PDEBench: An Extensive Benchmark for Scientific Machine LearningProject mention: [D] what are the SOTA neural PDE solvers besides FNO? | reddit.com/r/MachineLearning | 2022-11-22
Multibody dynamics tool kit.Project mention: Python for everyone : Mastering Python The Right Way | dev.to | 2022-03-07
PyDy (Python Dynamics)
A 3D electromagnetic FDTD simulator written in Python with optional GPU support
ELM327 Emulator for testing software interfacing OBDII via ELM327 adapter supporting multi-ECU simulation
Maze Applied Reinforcement Learning Framework
Benchmarking the Spectrum of Agent Capabilities (by danijar)
COVID-19 Agent-based Simulator (Covasim): a model for exploring coronavirus dynamics and interventions
[ICRA 2022] CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from SimulationProject mention: [ICRA 2022] CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation | reddit.com/r/robotics | 2022-03-16
Official github page of UCF SST CitySim DatasetProject mention: Researchers at the University of Central Florida have developed CitySim, a Video-based Traffic Trajectory Dataset for Advancement in Vehicle-Safety Research | reddit.com/r/machinelearningnews | 2022-08-28
Continue reading | Check out the paper and github.
A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.Project mention: Unity Robotics - Error Trying to Randomise Object Orientation | reddit.com/r/Unity3D | 2022-06-07
I'm trying to complete Part 2 of the Robotics Object Pose Estimation tutorial (https://github.com/Unity-Technologies/Robotics-Object-Pose-Estimation) and cannot get past Step 10 (Writing our Custom Object Rotation Randomizer) because I keep getting a "Tying to read value of type Dimension while reading a value of type CommaSeparator" error. Any advice on how to fix this? I have Unity 2021.3.3f1 installed on a Windows 10 machine.
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Python Simulation related posts
Exclusive Q&A: John Carmack's 'Different Path' to Artificial General Intelligence
1 project | reddit.com/r/agi | 3 Feb 2023
Is it possible to simulate a world with conscious inhabitants who fully experience everything?
1 project | reddit.com/r/transhumanism | 28 Jan 2023
RocketPy's Version 0.13.0 is out!
1 project | reddit.com/r/RocketPy | 24 Jan 2023
Openworm – C.Elegans in a Computer
1 project | news.ycombinator.com | 21 Jan 2023
An orb learns to dodge obstacles, collect other orbs and reach the end platform by itself using PPO RL AI
1 project | reddit.com/r/godot | 20 Jan 2023
Guys Guys, I just came across this while doing Physics. Am I good or should I keep going?
1 project | reddit.com/r/neoliberal | 14 Jan 2023
Does longterism collapse if the number of sentient beings is infinite?
1 project | reddit.com/r/EffectiveAltruism | 4 Jan 2023
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www.sonarsource.com | 9 Feb 2023
What are some of the best open-source Simulation projects in Python? This list will help you: