brunossgf

styleguide

Style guides for Google-originated open-source projects

dlbook_notation

LaTeX files for the Deep Learning book notation

Enzyme

High-performance automatic differentiation of LLVM and MLIR.

jupyter-c-kernel

Minimal Jupyter C kernel

wavetorch

🌊 Numerically solving and backpropagating through the wave equation

fprettify

auto-formatter for modern fortran source code

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

vscode-fortran-support

Fortran language support for Visual Studio Code

ProximalOperators.jl

Proximal operators for nonsmooth optimization in Julia

PEIP

MATLAB code for examples and exercises for the 3rd edition of Parameter Estimation and Inverse Problems

juliacourse

jupyter-fortran-kernel

Minimal Jupyter Fortran kernel

teaching-computational-geophysics

Additional material for computational geophysics course

recreational_mathematics_with_python

Short python samples of recreational mathematics.

python-fortran

Python-Fortran bindings examples

python-notebooks

Scientific Computing with Python for beginners.

fortran-vs-python

A cheatsheet of Fortran syntax for Python programmers

Examples

Examples using COFII, the Chevron Optimization Framework for Imaging and Inversion.

ADMM-tutorial

FirstOrderSolvers.jl

Large scale convex optimization solvers in julia

Devito-Examples

Set of seismic modeling and inversion examples using Devito for different wave equations.

fortran-vs-julia

Fortran-Julia syntax comparison and Maxwell Solver in 2D using Yee numerical scheme and MPI topology

Enzyme-Tutorial

MPI

ftvd

Python implementation of "A New Alternating Minimization Algorithm for Total Variation Image Reconstruction"

teaching-seismic-waves

Time-domain-seismic-wave-modeling-using-PINN

This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Networks.

Image-Inverse-Problems-Algorithms

Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group Sparse signal denoising and Majorization-Minimization optimization based image/signal processing

LibADMM

demo_lbfgs_trn

Template for nonlinear optimization using l-BFGS and Newton-CG