Mohamed Tarek's repositories
DynamicAxisWarping.jl
Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds
DataDrivenDiffEq.jl
Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization
mohamed82008.github.io
Personal blog.
Zygote.jl
21st Century AD
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.
www.julialang.org
Julia Project website
GridapEmbedded.jl
Embedded finite element methods in Julia
MLJFlux.jl
Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox
Metalhead.jl
Computer vision models for Flux
nature-quarto-template
Quarto Template for Springer Nature Submissions
DifferentiableFactorizations.jl
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
Optim.jl
Optimization functions for Julia
ObsidianDocumenter.jl
Utility function for generating Documenter docs from Obsidian markdown files.
julia-ml-course
Julia programming for Machine Learning course at TU Berlin
OT_for_big_data
Optimal Transport in the Big Data Era
Distributions.jl
A Julia package for probability distributions and associated functions.
Gridap.jl
Grid-based approximation of partial differential equations in Julia
MLJTuning.jl
Hyperparameter optimization algorithms for use in the MLJ machine learning framework
Checkpointing.jl
Checkpointing for Automatic Differentiation
pml2-book
Probabilistic Machine Learning: Advanced Topics
PDMats.jl
Uniform Interface for positive definite matrices of various structures
rosetta-opf
AC-OPF Implementations in Various NLP Modeling Frameworks
CALIPSO.jl
Conic Augmented Lagrangian Interior-Point SOlver
Percival.jl
Implementation of a Augmented Lagrangian method
ML-Course-Notes
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
matrixcalc
MIT IAP short course: Matrix Calculus for Machine Learning and Beyond