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Top 18 Python physics-simulation Projects
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dm_control
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
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pymunk
Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python
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assistive-gym
Assistive Gym, a physics-based simulation framework for physical human-robot interaction and robotic assistance.
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Robotics-Object-Pose-Estimation
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.
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SaaSHub
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Incoherent-Light-Simulation
Simulation of the propagation of incoherent light, aiming to illustrate the concept of spatial coherence.
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PyPhysicsSandbox
pyPhysicsSandbox is a simple wrapper around Pymunk that makes it easy to write code to explore 2D physics simulations. It's intended for use in introductory programming classrooms.
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nvidia-modulus-airfoil-optimisation
Using NVIDIA modulus for airfoil optimizations at different angles.
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GalaxyCollision
This Python project's goal is to model the collision of multiple galaxies through the use of an optimized N-Body problem engine.
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atom-simulator
This project allows the user to simulate the 118 known elements according to the Bohr Model.
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ChessPieceVision
Display pieces' moves on chessboards topologically with inverse-square law repulsion and Hooke's law springs (and a lot more) in 3D
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SaaSHub
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Python physics-simulation related posts
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Show HN: Elodin – A better framework for physics simulation
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4000x Speedup in Reinforcement Learning with Jax
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Simulation of the double slit experiment with incoherent light at three different time scales. As the field is averaged over a few microseconds, wave interferences disappear! [OC]
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[R] Brax: A Differentiable Physics Engine for Large Scale Rigid Body Simulation, with a focus on performance and parallelism on accelerators, written in JAX.
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Any good open source physics sandbox software?
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Simulation of incoherent light made solving Maxwell equations. As the field is averaged over a few microseconds, wave interferences disappear!
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Simulation of incoherent light made solving Maxwell equations. As the field is averaged over a few microseconds, wave interferences disappear!
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Index
What are some of the best open-source physics-simulation projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | dm_control | 3,558 |
2 | pymunk | 880 |
3 | fdtd | 435 |
4 | assistive-gym | 295 |
5 | Robotics-Object-Pose-Estimation | 263 |
6 | opem | 185 |
7 | SPH_Taichi | 183 |
8 | fbpic | 165 |
9 | Incoherent-Light-Simulation | 155 |
10 | PyPhysicsSandbox | 43 |
11 | gopem | 31 |
12 | nvidia-modulus-airfoil-optimisation | 21 |
13 | SPH-Fluid-Simulation | 13 |
14 | GalaxyCollision | 12 |
15 | tvc-simulator | 10 |
16 | atom-simulator | 5 |
17 | ChessPieceVision | 2 |
18 | python-physics-stuffs | 0 |
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