Given experimental data, it is often desirable to produce a function whose values match the data to some degree. This package implements a robust approach to data fitting based on the minimization pr…

A Python class that can automatically generate mathematics worksheets/exams, with solution keys, using Sympy and LaTeX. Meant for instructors, tutors, and student study groups, etc. Dependencies avai…

AI technology is significants because it allows softwares to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably…

A collection of interactive tutorials about essential mathematics for applied machine learning and data science. As a learning resource with the following characteristics: Maybe. I have no formal mat…

Any suggestions and contributions are welcomed. The best way to contribute to the library is to fork the repository, apply the contributions and create a pull request.

ElectronVisualized provides an interactive visualization in the areas of chemistry and quantum mechanics. The app showcases atomic orbitals through electron density — alongside with molecular orbital…

Python for Finance module for Imperial MSc in Mathematics and Finance Each week will focus on one particular topic with This is an assessed module (counting for 30% of the "Computing in Finance" modu…

Robotics Mathematical modeling and theory with Python (learning through extensive numerical simulations and animations.) Check Observability and learn how Kalman Filter works

It is designed as a very thin wrapper of native C API of optimizers and attempts to provide common abstractions of an algebraic modelling environment including model, variable, constraint and express…