pymadcad
Simple yet powerful CAD (Computer Aided Design) library, written with Python. (by jimy-byerley)
deepxde
A library for scientific machine learning and physics-informed learning (by lululxvi)
| pymadcad | deepxde | |
|---|---|---|
| 5 | 3 | |
| 232 | 3,345 | |
| 0.9% | 3.1% | |
| 7.9 | 8.2 | |
| 11 days ago | 26 days ago | |
| Python | Python | |
| GNU Lesser General Public License v3.0 only | GNU Lesser General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pymadcad
Posts with mentions or reviews of pymadcad.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-06-17.
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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]
[0] https://github.com/jimy-byerley/pymadcad
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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
Posts with mentions or reviews of deepxde.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2025-02-17.
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Physics Informed Neural Networks
Good read! I am developing PINNs at work and this certainly helped me recall important concepts. This post used deepxde library [2] to compose the PINN. Can anyone comment on how NVIDIA's modulus [2] compares to this? Modulus appears to be much more verbose and poorly documented.
[1]: https://github.com/lululxvi/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?
When comparing pymadcad and deepxde you can also consider the following projects:
CQ-editor - CadQuery GUI editor based on PyQT
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
deep_learning_and_the_game_of_go - Code and other material for the book "Deep Learning and the Game of Go"
CAD_Sketcher - Constraint-based geometry sketcher for blender
NeuralPDE.jl - Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation