Mathematical Modelling Python Packages

fxpmath

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

151K 206 26

laddu-cpu

Amplitude analysis made short and sweet

43K 5 0

omlt

Represent trained machine learning models as Pyomo optimization formulations

20K 343 72

pyoptinterface

Efficient modeling interface for mathematical optimization in Python

19K 311 27

laddu-mpi

Amplitude analysis made short and sweet

4K 5 0

biosimulators-test-suite

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

3K 7 2

actuarialmath

Python package to solve actuarial life-contingent risks

3K 19 6

flixopt

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

3K 19 9

memilio-simulation

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

2K 67 23

portpy

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

2K 178 35

desdeo

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

1K 44 40

bondgraphtools

A Multi-Physics Systems Modelling Library

1K 38 20

cetsax

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

1K 0 0

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

Hierarchical Bayesian estimation of MEP recruitment curves

917 6 1

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