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Top 18 Python Modeling Projects
A python parametric CAD scripting framework based on OCCTProject mention: Any recommendations for a simple solid modeling API library? Preferably C or C++ | reddit.com/r/FreeCAD | 2022-09-20
Not C but maybe cadquery? https://cadquery.readthedocs.io
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Constraint-based geometry sketcher for blenderProject mention: How would you dimension this part? | reddit.com/r/MechanicalEngineer | 2022-08-18
A set of data tools in PythonProject mention: How to interpret scatterplot regarding customer purchasing habits | reddit.com/r/learnmachinelearning | 2022-06-27
Make a categorical heatmap instead (example see https://github.com/shakedzy/dython/issues/2)
A Python package to create, run, and post-process MODFLOW-based models.Project mention: Using PEST in flopy | reddit.com/r/Hydrology | 2021-11-15
Ps. I've checked the notebooks regarding PEST utilities and how to write the template file (https://github.com/modflowpy/flopy/blob/develop/examples/Notebooks/flopy3_PEST.ipynb) but other than that I couldn't find how to use it in order to estimate the best parameter using some observation data
Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programsProject mention: Ask HN: Do you use an optimization solver? Which one? Why? Do you like it? | news.ycombinator.com | 2022-04-20
I've been using CBC via python-mip (https://github.com/coin-or/python-mip). It's great because it's got a super clean interface (milp variables/expressions/constraints), the code is quite accessible, and it's low overhead which makes it good for solving many very small problems.
Community sentiment seems to be beginning to shift toward favouring the HiGHS solver (https://github.com/ERGO-Code/HiGHS) over CBC. Something I'm keeping a close eye on.
nextmv seems to pitch itself as a generic solving ("decision automation") platform or something (unclear). But it seems that the only fleshed out product offering is for vehicle routing, based on the docs. Are there plans to offer, for instance, a solver binary that can be used to solve generic problems?
Also all the github repos under https://github.com/nextmv-io are private, so links from docs are 404.
The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.
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Next generation High-Power Rocketry 6-DOF Trajectory SimulationProject mention: RocketPy v0.10.0 is out! | reddit.com/r/rocketry | 2022-02-21
You can check out the complete release notes here: https://github.com/Projeto-Jupiter/RocketPy/releases/tag/v0.10.0
physical optics: integrated modeling, phase retrieval, segmented systems, polynomials and fitting, sequential raytracing... (by brandondube)Project mention: Options for free optical simulation? | reddit.com/r/Optics | 2022-09-12
Prysm Originally for diffraction type optics but seems to able to handle...everything? Performance as a priamary concern, GPU acceleration, proven JPL heritage :) Raytracing is however still experimental and without docs, generally whilst the library looks excellent if you're an optics person already I think I lack a bit of the base fundamental knowledge to really use it powerfully from just the API reference. I can see BDube has some raytracing example code in some of the issues I could probably adapt and muddle my way through at least. No guis is mildly annoying for a noob like myself, but I can work my way around matplotlib-ing just fine instead i'm sure.
Simple yet powerful CAD (Computer Aided Design) library, written with Python.Project mention: 3D library for engineering calculations. | reddit.com/r/GraphicsProgramming | 2022-06-17
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
CarveMe: genome-scale metabolic model reconstructionProject mention: Advice on how to go about genome scale metabolic model construction | reddit.com/r/bioinformatics | 2021-11-19
Carveme: https://academic.oup.com/nar/article/46/15/7542/5042022 https://github.com/cdanielmachado/carveme https://carveme.readthedocs.io/en/latest/usage.html
DashTools - Plotly Dash Command Line Tools - Create, Run and Deploy Templated Python Apps from TerminalProject mention: dash-tools: DashTools - Plotly Dash Command Line Tools - Create, Run and Deploy Templated Python Apps from Termina | reddit.com/r/u_TsukiZombina | 2022-06-13
A sweet addition to your Blender model pages and Blender catalogs, Thangs-blender-addon is built to connect the Thangs repository to Blender as a mesh search tool!Project mention: AMA: We are Thangs.com team, and we're here to ask for feedback on our (alpha) Blender mesh search add-on | reddit.com/r/blender | 2022-08-09
We love r/blender at Thangs, and we would love to get your feedback on our new search add-on. Installation takes just 2 minutes, instructions are here: Google Slides, or skip right to Github link.
Entropy-controlled contexts in Python (by hyperc-ai)
Historical battle simulation package for Python
Utilities for the TLA+ ecoystem and model-based testing using TLA+.Project mention: Modelator-py: Utilities for the TLA+ ecoystem | news.ycombinator.com | 2022-03-31
PorousMediaLab - toolbox for batch and 1D reactive transport modelling
A tool for modeling infectious diseases.
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Python Modeling related posts
Any recommendations for a simple solid modeling API library? Preferably C or C++
1 project | reddit.com/r/FreeCAD | 20 Sep 2022
Options for free optical simulation?
5 projects | reddit.com/r/Optics | 12 Sep 2022
Options for GPU accelerated python experiments?
2 projects | reddit.com/r/Python | 10 Sep 2022
How would you dimension this part?
1 project | reddit.com/r/MechanicalEngineer | 18 Aug 2022
Anaconda is so fucking broken!
2 projects | reddit.com/r/Python | 13 Aug 2022
Does Python's GIL make it impossible to have efficient parallel computation?
2 projects | reddit.com/r/Python | 28 Jul 2022
Reproducing a garden from a plan?
1 project | reddit.com/r/blenderhelp | 24 Jul 2022
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What are some of the best open-source Modeling projects in Python? This list will help you:
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