PyRank

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.

175K 206 26
denehoffman
laddu-cpu

Amplitude analysis made short and sweet

23K 6 0
cog-imperial
omlt

Represent trained machine learning models as Pyomo optimization formulations

16K 343 74
metab0t
pyoptinterface

Efficient modeling interface for mathematical optimization in Python

14K 311 27
flixOpt
flixopt

Vector based Energy Optimization Framework

4K 22 9
denehoffman
laddu-mpi

Amplitude analysis made short and sweet

3K 6 0
SciCompMod
memilio-simulation

Modular spatio-temporal models for epidemic and pandemic simulations

3K 70 25
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.

2K 72 13
industrial-optimization-group
desdeo

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

2K 45 46
terence-lim
actuarialmath

Python package to solve actuarial life-contingent risks

2K 21 6
biosimulators
biosimulators-test-suite

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

2K 7 2
BondGraphTools
bondgraphtools

A Multi-Physics Systems Modelling Library

1K 38 19
PortPy-Project
portpy

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

809 189 35
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.

782 789 104
CharJon
geco

Generators for Combinatorial Optimization

548 20 4
hbmep
hbmep

Hierarchical Bayesian estimation of motor-evoked potential recruitment curves

393 6 1
1abhi6
geometrify

Geometrify is a Python package for easy creation, manipulation,

344 2 0
anuragagrawaal
pyportfolioanalysis

Portfolio Analysis, methods for portfolio optimization

262 24 4
bibymaths
cetsax

CETSA-MS modelling toolkit for dose–response analysis, binder classification, Bayesian inference, ML curve typing, and proteome-wide stability networks.

249 0 0
DiODeProject
mumot

Multiscale Modelling Tool - mathematical modelling without the maths

243 24 5
lucasmccabe
contagion

Python package for node immunization and network contagion simulation

233 2 0
deep-matter
nano-autograds

Micro-Framework for building and Training Neural Network from Scratch based AutoGrad Engine

176 10 0
ag-ds-bubble
tseuler

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

161 17 1
Jamesflynn1
pyrbm

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

155 3 0