pymadcad
deepxde
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| pymadcad | deepxde | |
|---|---|---|
| 5 | 2 | |
| 193 | 2,311 | |
| - | - | |
| 5.8 | 8.7 | |
| 11 days ago | 5 days ago | |
| Python | Python | |
| GNU Lesser General Public License v3.0 only | GNU Lesser General Public License v3.0 only |
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pymadcad
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3D library for engineering calculations.
I know a software that does some of this stuff written in Python, it's pretty powerfull but it does not cover everything you need. It's on github https://github.com/jimy-byerley/pymadcad
- Simple yet Powerful CAD (Computer Aided Design) Library, Written with Python
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Py-MADCAD 0.10
Py-MADCAD is a simple yet powerful CAD (Computer Aided Design) library, written with Python.[0]
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Modules for 3d simulations (such as robotic arms)?
I tried to use PyMadCAD but once I have created the robotic arm I have no way to control it automatically.
deepxde
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[Dev-Showcase] Airfoil Optimisation using Physics Informed Neural Networks(PINNs)
Due to certain limitations in MODULUS(We are unable to directly access the point cloud), we are now also exploring other available PINNs libraries and frameworks and stumbled on to deepXDE. deepXDE is a little different than Modulus and I'm currently exploring it.
- Physics-Informed ML Simulator for Wildfire Propagation (Video)
What are some alternatives?
CQ-editor - CadQuery GUI editor based on PyQT
NeuralPDE.jl - Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
pythonocc-core - Python package for 3D CAD/BIM/PLM/CAM
diffrax - Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
meshio - :spider_web: input/output for many mesh formats
dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).
blender - Official mirror of Blender
deep_learning_and_the_game_of_go - Code and other material for the book "Deep Learning and the Game of Go"
trimesh - Python library for loading and using triangular meshes.
PaddlePaddle - PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
CAD_Sketcher - Constraint-based geometry sketcher for blender
Keras - Deep Learning for humans