Top 23 Python Modeling Projects

• dash

  56 20,653 9.6 Python

  Data Apps & Dashboards for Python. No JavaScript Required.

  

Project mention: dash VS solara - a user suggested alternative | libhunt.com/r/dash | 2023-10-13

• cadquery

  30 2,878 8.3 Python

  A python parametric CAD scripting framework based on OCCT

  

Project mention: GitHub - CadQuery/cadquery: A python parametric CAD scripting framework based on OCCT | /r/codeCAD | 2023-07-26

• Scout Monitoring

  www.scoutapm.com featured

  Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

  

• CAD_Sketcher

  19 2,527 8.1 Python

  Constraint-based geometry sketcher for blender

• RocketPy

  5 550 9.8 Python

  Next generation High-Power Rocketry 6-DOF Trajectory Simulation

  

Project 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

  1 506 6.8 Python

  Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

  

• dython

  2 490 7.7 Python

  A set of data tools in Python

• flopy

  1 486 9.3 Python

  A Python package to create, run, and post-process MODFLOW-based models.

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• pyphi

  1 358 7.5 Python

  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...)

• SeaLion

  4 332 5.2 Python

  The first machine learning framework that encourages learning ML concepts instead of memorizing class functions.

• linkml

  1 291 9.7 Python

  Linked Open Data Modeling Language

  

Project mention: Loops: journeys in declarative logic programming in genomics [video] | news.ycombinator.com | 2023-11-30

LinkML that Chris presents here looks really interesting though!

https://linkml.io/

https://github.com/linkml/linkml

• prysm

  28 240 8.4 Python

  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.

• pymadcad

  5 199 8.5 Python

  Simple yet powerful CAD (Computer Aided Design) library, written with Python.

• carveme

  2 138 5.0 Python

  CarveMe: genome-scale metabolic model reconstruction

• dash-tools

  1 92 3.6 Python

  DashTools - Plotly Dash Command Line Tools - Create, Run and Deploy Templated Python Apps from Terminal

• retomaton

  1 64 0.0 Python

  PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)

  

• Jomini

  0 44 0.0 Python

  Historical battle simulation package for Python

• ordered

  1 39 0.0 Python

  Entropy-controlled contexts in Python (by hyperc-ai)

  

• modelator-py

  2 28 0.0 Python

  Utilities for the TLA+ ecoystem and model-based testing using TLA+.

  

• AbsBox

  1 26 9.6 Python

  a structured finance cashflow engine wrapper

• PorousMediaLab

  1 22 1.8 Python

  PorousMediaLab - toolbox for batch and 1D reactive transport modelling

  

• epispot

  4 15 3.9 Python

  A tool for modeling infectious diseases.

  

• BlenderShapeKeyTools

  1 13 2.7 Python

  Split, merge, filter, blend, and apply modifiers to shape keys in Blender

• bdsim_realtime

  1 5 5.0 Python

  Real-time execution and remote monitoring and tuning of BDSim Block-Diagrams for modeling and control of Dynamical Systems

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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
• A note from our sponsor - SaaSHub
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