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2022_pymor_school

Materials for the pyMOR School 2022

6.431x

Probability - The Science of Uncertainty and Data

abaqus_subroutines

A repository of ABAQUS FORTRAN subroutines

ader-weno

A Python implementation of the ADER-WENO method for solving hyperbolic systems of PDEs

albany

Sandia National Laboratories' Albany multiphysics code

ameshref

Efficient Matlab Implementation of Adaptive Mesh Refinement in 2D

amfe

Nonlinear Finite Element Code for structural applications with simplicity in mind.

analytics-edge-r-codes-from-mit-edx

The repository contains the R programming assignment codes as part of the online Data Analytics course from MIT

asl

Advanced Simulation Library - hardware accelerated multiphysics simulation platform.

automllecture

Lecture on Automated Machine Learning

bayesian-optimization-with-gps

An educational implementation of Bayesian optimization using Gaussian processes.

bayesian_filtering_smoothing

MATLAB codes to perform Non-Linear Kalman filtering and smoothing using particle filters

bayesianlearningbook

Home for the book-in-progress 'Bayesian Learning'

bda_course_aalto

Bayesian Data Analysis course at Aalto

bip-pde-vi

Codes for performing variational inference for Bayesian Inverse Problems that involve PDEs.

candi-origin

candi - (Compile & Install) - Downloads, configures, builds and installs deal.II

cnn-surrogate

Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification

code-gallery

A collection of codes based on deal.II contributed by deal.II users

compgeom_olm

Computational geometry tools for the finite element method on overlapping meshes.

control-toolbox

The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control

cracks

pfm-cracks: A Finite Element code for crack propagation

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

da-tutorials

Course on data assimilation (DA)

data-driven-distributionally-robust-mpc

deal2lkit

A ToolKit library for deal.II

dealiiscale

Finite element simulation of a two-scale problem implemented in deal.II

delynoi

An object-oriented C++ library for the generation of polygonal meshes

distmesh

DistMesh - simple 2D and 3D mesh generator for MATLAB and Octave (with GUI support)

dlada

A deep-learning based workflow for subsurface data assimilation and prediction

dlib

A toolkit for making real world machine learning and data analysis applications in C++