Python Modeling

Open-source Python projects categorized as Modeling
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Topics: Python Simulation Data Science 3D Blender
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Top 23 Python Modeling Projects

  • dash

    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

    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

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  • CAD_Sketcher

    Constraint-based geometry sketcher for blender

  • RocketPy

    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

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

  • dython

    A set of data tools in Python

  • flopy

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

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • pyphi

    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

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

  • linkml

    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

    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

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

  • carveme

    CarveMe: genome-scale metabolic model reconstruction

  • dash-tools

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

  • retomaton

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

  • Jomini

    Historical battle simulation package for Python

  • ordered

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

  • modelator-py

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

  • AbsBox

    a structured finance cashflow engine wrapper

  • PorousMediaLab

    PorousMediaLab - toolbox for batch and 1D reactive transport modelling

  • epispot

    A tool for modeling infectious diseases.

  • BlenderShapeKeyTools

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

  • bdsim_realtime

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

    • Project 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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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-11-30.

Python Modeling related posts

Index

What are some of the best open-source Modeling projects in Python? This list will help you:

Project Stars
1 dash 20,434
2 cadquery 2,777
3 CAD_Sketcher 2,466
4 RocketPy 534
5 python-mip 502
6 dython 492
7 flopy 480
8 pyphi 353
9 SeaLion 333
10 linkml 275
11 prysm 233
12 pymadcad 194
13 carveme 135
14 dash-tools 85
15 retomaton 64
16 Jomini 43
17 ordered 36
18 modelator-py 28
19 AbsBox 24
20 PorousMediaLab 21
21 epispot 15
22 BlenderShapeKeyTools 13
23 bdsim_realtime 5

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