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Top 21 Python Modeling Projects
A python parametric CAD scripting framework based on OCCTProject mention: GitHub - CadQuery/cadquery: A python parametric CAD scripting framework based on OCCT | /r/codeCAD | 2023-07-26
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Constraint-based geometry sketcher for blenderProject mention: CAD Sketcher, free and open-source project bringing CAD like tools to Blender3d | news.ycombinator.com | 2023-02-19
A set of data tools in Python
Next generation High-Power Rocketry 6-DOF Trajectory SimulationProject mention: RocketPy v1.1.0 Release: Rocket Drawings are Here! | /r/rocketry | 2023-11-21
Latest docs: https://docs.rocketpy.org/en/latest/user/index.htmlFull release notes: https://github.com/RocketPy-Team/RocketPy/releases/tag/v1.1.0
Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
A toolbox for integrated information theory.Project mention: Is Conway's Game of Life Conscious According to Integrated Information Theory? | /r/askscience | 2023-06-05
it's not very hard to build a model (and the corresponding transition probability matrix) for a GoL network. and the version 4.0 formalism code is online for anyone to use (https://github.com/wmayner/pyphi). so you could try to answer the question for yourself (though it gets computationally prohibitive for networks bigger than 10 units or so, so...)
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The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.
physical optics: integrated modeling, phase retrieval, segmented systems, polynomials and fitting, sequential raytracing... (by brandondube)Project mention: How to generate realistic PSFs for camera lenses? | /r/Optics | 2023-09-07
My current concept is to just combine zernike polynomials with a random factor and calculate the PSF from that, which can be somewhat easily be done with the prysm library. These PSFs can then be convolved with circular and gaussian kernels for modelling additional defocus and accounting for other stuff like the AA filter. Then I'd add chromatic aberration by offseting/scaling the PSFs for each channel. Some generated kernels already look pretty good when comparing them to stars in astrophotography images, but others not so much.
Simple yet powerful CAD (Computer Aided Design) library, written with Python.
CarveMe: genome-scale metabolic model reconstruction
DashTools - Plotly Dash Command Line Tools - Create, Run and Deploy Templated Python Apps from Terminal
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
Historical battle simulation package for Python
Entropy-controlled contexts in Python (by hyperc-ai)
Utilities for the TLA+ ecoystem and model-based testing using TLA+.
PorousMediaLab - toolbox for batch and 1D reactive transport modelling
A tool for modeling infectious diseases.
Split, merge, filter, blend, and apply modifiers to shape keys in BlenderProject mention: Is there any Blender 2.8+ addon for splitting Shape Keys into left and right sided shapes, from a symmetrical shape? 1 mirrored into 2 unmirrored | /r/blenderhelp | 2023-02-04
Ideally similar to https://github.com/TiberiumFusion/BlenderShapeKeyTools
Real-time execution and remote monitoring and tuning of BDSim Block-Diagrams for modeling and control of Dynamical SystemsProject mention: RE: If you had to pick a library from another language (Rust, JS, etc.) that isn’t currently available in Python and have it instantly converted into Python for you to use, what would it be? | /r/Python | 2023-04-20
Check out https://pypi.org/project/bdsim/. I also built an addon package that includes a web interface for telemetry and live tuning: https://github.com/CallumJHays/bdsim_realtime (it is only suitable for VERY soft real-time)
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Python Modeling related posts
How to generate realistic PSFs for camera lenses?
2 projects | /r/Optics | 7 Sep 2023
GitHub - CadQuery/cadquery: A python parametric CAD scripting framework based on OCCT
1 project | /r/codeCAD | 26 Jul 2023
Prysm is a Python 3.6 library for numerical optics
1 project | news.ycombinator.com | 22 May 2023
Books/ other resources to learn about Fraunhofer diffraction farfield model using MATLAB/python?
3 projects | /r/Optics | 11 May 2023
Synth Printer: 3D printed synth panels with simple Python code. Give me early feedback?
3 projects | /r/synthdiy | 13 Apr 2023
Python raytracer optimizations and improvements
2 projects | /r/Python | 8 Feb 2023
Demonstrations of laser optics/Fourier optics and diffraction simulations
5 projects | /r/Optics | 9 Feb 2023
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What are some of the best open-source Modeling projects in Python? This list will help you: