Applied Mathematics Python Packages

mud-examples

Creation of figures for papers pertaining to the MUD (Maximal Updated Density) method for Parameter Estimation.

numeth

A fully functional Python package implementing core numerical methods for engineering and applied mathematics. Designed for usability and educational clarity.

pydelt

Generalized functional derivative and integral calculus methods for noisy data

pyharmonysearch

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

numbacs

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

reservoirflow

ReservoirFlow: Reservoir Simulation and Engineering Library in Python

dynlab

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

ai4sci-oml

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

osysid

AI4Science: Efficient data-driven Online Model Learning (OML) / 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 Finite Element Method (FEM) for solving Partial Differential Equations (PDEs)