mohamed82008
Senior Product Engineer @PumasAI | Research Affiliate at The University of Sydney Business School | Maintainer of TopOpt.jl and Nonconvex.jl
@PumasAISharjah, UAE
Pinned Repositories
AbstractDifferentiation.jl
An abstract interface for automatic differentiation.
ReverseDiff.jl
Reverse Mode Automatic Differentiation for Julia
Preconditioners.jl
A few preconditioners for iterative solvers.
Nonconvex.jl
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
TopOpt.jl
A package for binary and continuous, single and multi-material, truss and continuum, 2D and 3D topology optimization on unstructured meshes using automatic differentiation in Julia.
ComputExp.jl
An experimental package to manage computational experiments.
ConvergencePlots.jl
Visualizing convergence was never easier.
DifferentiableFactorizations.jl
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
KissThreading.jl
Simple patterns supporting working with threads in Julia
Turing.jl
Bayesian inference with probabilistic programming.
mohamed82008's Repositories
mohamed82008/DifferentiableFactorizations.jl
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
mohamed82008/topflow
MATLAB code for density-based topology optimisation of Navier-Stokes fluid flow.
mohamed82008/atomics
mohamed82008/CALIPSO.jl
Conic Augmented Lagrangian Interior-Point SOlver
mohamed82008/Checkpointing.jl
Checkpointing for Automatic Differentiation
mohamed82008/DataDrivenDiffEq.jl
Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization
mohamed82008/Distributions.jl
A Julia package for probability distributions and associated functions.
mohamed82008/DynamicAxisWarping.jl
Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds
mohamed82008/ForwardDiffChainRules.jl
mohamed82008/Gridap.jl
Grid-based approximation of partial differential equations in Julia
mohamed82008/GridapEmbedded.jl
Embedded finite element methods in Julia
mohamed82008/julia-ml-course
Julia programming for Machine Learning course at TU Berlin
mohamed82008/LinearSolve.jl
LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.
mohamed82008/matrixcalc
MIT IAP short course: Matrix Calculus for Machine Learning and Beyond
mohamed82008/Metalhead.jl
Computer vision models for Flux
mohamed82008/ML-Course-Notes
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
mohamed82008/MLJFlux.jl
Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox
mohamed82008/MLJTuning.jl
Hyperparameter optimization algorithms for use in the MLJ machine learning framework
mohamed82008/mohamed82008.github.io
Personal blog.
mohamed82008/nature-quarto-template
Quarto Template for Springer Nature Submissions
mohamed82008/ObsidianDocumenter.jl
Utility function for generating Documenter docs from Obsidian markdown files.
mohamed82008/Optim.jl
Optimization functions for Julia
mohamed82008/OT_for_big_data
Optimal Transport in the Big Data Era
mohamed82008/Pathfinder.jl
mohamed82008/PDMats.jl
Uniform Interface for positive definite matrices of various structures
mohamed82008/Percival.jl
Implementation of a Augmented Lagrangian method
mohamed82008/pml2-book
Probabilistic Machine Learning: Advanced Topics
mohamed82008/rosetta-opf
AC-OPF Implementations in Various NLP Modeling Frameworks
mohamed82008/www.julialang.org
Julia Project website
mohamed82008/Zygote.jl
21st Century AD