There are 18 repositories under applied-mathematics topic.
PDE-Net: Learning PDEs from Data
Labs for the Foundations of Applied Mathematics curriculum.
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.
PowerShell “standard” library for supercharging your productivity. Provides a powerful cross-platform scripting environment enabling efficient analysis and sustainable science in myriad contexts.
Applied Mathematical Methods in Materials Engineering
Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies
A statistical decomposition of internet traffic data (in bits) over time. Using RStudio I performed a Simple Trend Model, Multiplicative Classical Decomposition, Additive Classical Decomposition, and an ARIMA model.
Discretizations of Exterior Calculus for Analysis, Geometry and Topology
Equation sheets of STEM courses at the University of Washington (UW). Topics include chemistry, physics, calculus, applied mathematics, and chemical engineering.
[DEPRECATED] Statistics & Numerical algorithms implemented in Julia.
上海交通大学 致远数学方向 专业研讨课3 [计算神经科学专题]
Gauss-Newton solver implemented from scratch.
Code supplement for "The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models"
Files for crunchingnumbers(a)live
Exact Matrix Completion via Convex Optimization
A review of HAVOK and Reservoir computing for chaotic dynamics forecast
Repo for our deep learning book study group launched in October 2017.
A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning
Hybrid-Incomplete-Factorization preconditioners with Iterative Refinements for KSP solvers.
Research in compressing convolutional layers of CNN with tensor decomposition
EpiSimulator: A Data-Driven Stochastic Hybrid Model for COVID-19 in Italy.
Abstract algebra library for Python (Work in progress)
CSC301: Applied Mathematics - III [AM-III] <Semester III>
CSC401: Applied Mathematics - IV [AM-IV] <Semester IV>
Notas de aula da disciplina de Matemática Aplicada e Computacional do curso de Matemática na Universidade Estadual de Goiás.
This project contains an implementation of many Machine Learning algorithms from scratch
Implementation of the Finite Element Method (FEM) and the Proper Orthogonal Decomposition (POD) to study the heat equation
Gives an animated approximation of pi with pseudo random numbers