Modeling Python Packages

reliability

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

992K 425 87

cadquery

A python parametric CAD scripting framework based on OCCT

473K 5K 511

mip

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

362K 597 107

pymc-extras

Powerful add-ons for PyMC

267K 142 84

cobra

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

71K 575 234

mlr

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

40K 34 10

flopy

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

33K 621 358

wntr

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

27K 449 231

pyecore

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

19K 191 51

copulae

Multivariate data modelling with Copulas in Python

18K 162 28

stldecompose

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

17K 185 51

besser

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

15K 184 39

pymadcad

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

12K 294 29

simpeg

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

10K 660 292

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.

9K 1K 274

hydromt

HydroMT: Automated and reproducible model building and analysis

8K 114 42

hydrotools-nwis-client

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

8K 67 23

fipy

FiPy is a Finite Volume PDE solver written in Python

7K 631 185

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.

7K 213 77