Modeling Python Packages

dash

Data Apps & Dashboards for Python. No JavaScript Required.

reliability

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

mip

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

pymc-extras

Powerful add-ons for PyMC

cadquery

A python parametric CAD scripting framework based on OCCT

cobra

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

flopy

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

wntr

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

pymadcad

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

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.

besser

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

hydromt

HydroMT: Automated and reproducible model building and analysis

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.

fipy

FiPy is a Finite Volume PDE solver written in Python

rocketpy

Next generation High-Power Rocketry 6-DOF Trajectory Simulation

gaphor

Gaphor is the simple modeling tool

hydrotools-nwis-client

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

optiland

Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

hydrotools-metrics

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

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.