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Mathematical Modelling Python Packages

Python packages with the GitHub topic mathematical-modelling. Sorted by relevance, with stars and monthly downloads.
francof2a
fxpmath

A python library for fractional fixed-point (base 2) arithmetic and binary manipulation with Numpy compatibility.

151K 206 26
denehoffman
laddu-cpu

Amplitude analysis made short and sweet

43K 5 0
cog-imperial
omlt

Represent trained machine learning models as Pyomo optimization formulations

20K 343 72
metab0t
pyoptinterface

Efficient modeling interface for mathematical optimization in Python

19K 311 27
denehoffman
laddu-mpi

Amplitude analysis made short and sweet

4K 5 0
biosimulators
biosimulators-test-suite

Tool for validating that biosimulation software tools implement the BioSimulators standards for simulators

3K 7 2
terence-lim
actuarialmath

Python package to solve actuarial life-contingent risks

3K 19 6
flixOpt
flixopt

Progressive flow system optimization in Python - start simple, scale to complex.

3K 19 9
SciCompMod
memilio-simulation

Part of MEmilio project, Python bindings to the C++ libraries that contain the models and simulations.

2K 67 23
PortPy-Project
portpy

Opensource Python project for cancer radiation treatment planning [AAPM'23]

2K 178 35
industrial-optimization-group
desdeo

An open source fullstack framework for interactive multiobjective optimization and decision-support..

1K 44 40
BondGraphTools
bondgraphtools

A Multi-Physics Systems Modelling Library

1K 38 20
bibymaths
cetsax

CETSA analysis and deep learning toolkit for binding curves, hit calling, and proteome-wide ligand-responsiveness prediction.

1K 0 0
cbueth
infomeasure

Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.

1K 69 11
hbmep
hbmep

Hierarchical Bayesian estimation of MEP recruitment curves

917 6 1
NeuroDiffGym
neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

711 781 102
CharJon
geco

Generators for Combinatorial Optimization

677 19 4
1abhi6
geometrify

Geometrify is a Python package for easy creation, manipulation, and analysis of 2D geometries, providing comprehensive tools for various operations.

392 2 0
DiODeProject
mumot

Multiscale Modelling Tool - mathematical modelling without the maths

214 24 5
lucasmccabe
contagion

Python package for node immunization and network contagion simulation

172 2 0
mikelytaev
wpf

Wave propagation framework for Python 3. Documentation and examples: https://wave-propagation.readthedocs.io/

170 26 8
anuragagrawaal
pyportfolioanalysis

Portfolio Analysis, methods for portfolio optimization

163 25 4
Jamesflynn1
pyrbm

A Python framework to build and simulate stochastic rules-based models.

162 3 0
ag-ds-bubble
tseuler

A library for Time-Series exploration, analysis & modelling.

160 17 1
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