Applied Mathematics Python Packages

mud-examples

Maximal Updated Density Examples

numeth

A set of core numerical methods used in engineering and applied mathematics

pyharmonysearch

pyHarmonySearch is a pure Python implementation of the harmony search (HS) global optimization algorithm.

pydelt

Advanced numerical function interpolation and differentiation with universal API, multivariate calculus, window functions, and stochastic extensions

ai4sci-oml

AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control

numbacs

Python package that takes advantage of Numba to efficiently implement a variety of coherent structure methods and analyze time-dependent dynamical systems.

dynlab

Dynlab is a python package to make dynamical systems analysis faster and easier, by providing practitioners prebuilt modules for calculating common diagnostics.

reservoirflow

ReservoirFlow: Reservoir Simulation and Engineering Library in Python

osysid

Efficient data-driven online model learning (system identification) and control

optimisation-algorithms

A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning

pyde-fem

Python package for mesh manipulations, solving PDEs using FEM.