Modeling Python Packages

reliability

Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/

pymc-extras

Powerful add-ons for PyMC

mip

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

cadquery

A python parametric CAD scripting framework based on OCCT

cobra

COBRApy is a package for constraint-based modeling of metabolic networks.

wntr

An EPANET compatible python package to simulate and analyze water distribution networks under disaster scenarios.

flopy

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

mlr

Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features

stldecompose

A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.

pyecore

A Python(nic) Implementation of EMF/Ecore (Eclipse Modeling Framework)

copulae

Multivariate data modelling with Copulas in Python

simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

pymadcad

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

besser

A Python-based AI-enhanced low-code open-source platform for smart software development

hydrotools-nwis-client

Suite of tools for retrieving hydrological data and evaluating model output.

hydrotools-metrics

Suite of tools for retrieving hydrological data and evaluating model output.

indra

INDRA (Integrated Network and Dynamical Reasoning Assembler) is an automated model assembly system interfacing with NLP systems and databases to collect knowledge, and through a process of assembly, produce causal graphs and dynamical models.

gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

fipy

FiPy is a Finite Volume PDE solver written in Python

hydromt

HydroMT: Automated and reproducible model building and analysis

modelx

Use Python like a spreadsheet!

rocketpy

Next generation High-Power Rocketry 6-DOF Trajectory Simulation

progpy

The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computation of remaining useful life) of engineering systems, and provides a set of models and algorithms for select components developed within this framework, suitable for use in prognostic applications.

amici

High-performance sensitivity analysis for large ordinary differential equation models