Applied Mathematics Python Packages

mud-examples

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

pydelt

Generalized functional derivative and integral calculus methods for noisy data

numeth

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

numbacs

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

pyharmonysearch

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

dynlab

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

osysid

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

reservoirflow

ReservoirFlow: Reservoir Simulation and Engineering Library in Python

ai4sci-oml

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

pyde-fem

Python package for mesh manipulations, solving PDEs using FEM.

optimisation-algorithms

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