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

Python for Random Matrix Theory: cleaning schemes for noisy correlation matrices.

A pyTorch Extension for Applied Mathematics

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

A review of HAVOK and Reservoir computing for chaotic dynamics forecast

Gauss-Newton solver implemented from scratch.

Research in compressing convolutional layers of CNN using low-rank tensor decomposition

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

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

Exact Matrix Completion via Convex Optimization

Abstract algebra library for Python (Work in progress)

Frequentist Sequential A/B Testing using Random Walks

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

This program Solves Poisson 2D equation using Finite element method.

Gives an animated approximation of pi with pseudo random numbers

This repo contains code for Applied numerical methods that are taught in engineering undergrad degrees.

Generalized functional derivative and integral calculus methods for noisy data

Warlock is a snakemake workflow to spawn multiple demons (deme-based oncology models) as jobs running around on a cluster environment 😈😈

Implementation of multiple metaheuristics.