Mohamed Tarek's repositories
DifferentiableFactorizations.jl
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
julia-gpu-course
GPU Programming with Julia - course at the Swiss National Supercomputing Centre (CSCS), ETH Zurich
CALIPSO.jl
Conic Augmented Lagrangian Interior-Point SOlver
Checkpointing.jl
Checkpointing for Automatic Differentiation
Distributions.jl
A Julia package for probability distributions and associated functions.
GridapEmbedded.jl
Embedded finite element methods in Julia
julia-ml-course
Julia programming for Machine Learning course at TU Berlin
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.
matrixcalc
MIT IAP short course: Matrix Calculus for Machine Learning and Beyond
mdocourse
Materials for my Structural and Multidisciplinary Design Optimization course
Metalhead.jl
Computer vision models for Flux
ML-Course-Notes
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
MLJFlux.jl
Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox
MLJTuning.jl
Hyperparameter optimization algorithms for use in the MLJ machine learning framework
mohamed82008.github.io
Personal blog.
nature-quarto-template
Quarto Template for Springer Nature Submissions
ObsidianDocumenter.jl
Utility function for generating Documenter docs from Obsidian markdown files.
Optim.jl
Optimization functions for Julia
OT_for_big_data
Optimal Transport in the Big Data Era
Percival.jl
Implementation of a Augmented Lagrangian method
pml2-book
Probabilistic Machine Learning: Advanced Topics
rosetta-opf
AC-OPF Implementations in Various NLP Modeling Frameworks
www.julialang.org
Julia Project website
Zygote.jl
21st Century AD