VelesDB
Explainable, local-first memory engine designed for AI agents.
newton é um projeto de ferramentas de desenvolvimento de código aberto de newton-physics (newton-physics/newton no GitHub). Tem 5.736 estrelas no GitHub e 715 forks, é publicado sob a licença Apache-2.0 e foi atualizado pela última vez no GitHub em 8 de outubro de 2026.
A GPU-accelerated, differentiable physics engine on NVIDIA Warp for robotics simulation.
Decide what you are simulating — a robot, a mechanism, a scene — and whether you need GPU acceleration or differentiability.
Install the package with the examples extra from PyPI.
Confirm your NVIDIA GPU and driver meet the Warp requirements, or plan to run on CPU.
Launch the examples browser, pick a scene such as the URDF or pendulum example, and view it with the GL or USD viewer.
Physics runs on the GPU via NVIDIA Warp for scalable, rapid-iteration robotics simulation.
Integrates MuJoCo Warp as its primary simulation backend, generalizing Warp's deprecated warp.sim module.
Designed for differentiability, supporting gradient-based optimization and learning workflows.
Works with OpenUSD scenes and can save simulation output to USD files through the USD viewer.
User-defined extensibility lets researchers add their own solvers, forces and components.
Ships basic, robot, cloth, cable and viewer examples runnable through a single python -m newton.examples entry point.
Clone Newton if you want the source; most users install from PyPI in the next step.
git clone https://github.com/newton-physics/newton.git
cd newtonInstall Newton and its example dependencies.
pip install "newton[examples]"List the examples and run one on your chosen device with the USD viewer.
python -m newton.examples --list
python -m newton.examples basic_urdf --device cuda:0Newton is a community-built Linux Foundation project initiated by Disney Research, Google DeepMind and NVIDIA.
Yes — the code is Apache-2.0 licensed (documentation is CC-BY-4.0).
No — it is a local simulation library. You need suitable hardware: an NVIDIA Turing+ GPU for CUDA acceleration, or you can run on CPU.
Newton builds on Warp with MuJoCo Warp as its primary backend, emphasizing GPU-native, differentiable, extensible simulation in Python rather than a full commercial simulator application.
pip install "newton[examples]" and run python -m newton.examples to browse and launch examples.
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