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Simeon David Schaub's Projects

18337 icon 18337

18.337 - Parallel Computing and Scientific Machine Learning

advancedhmc.jl icon advancedhmc.jl

Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms

arrayinterface.jl icon arrayinterface.jl

Designs for new Base array interface primitives, used widely through scientific machine learning (SciML) and other organizations

arrow.jl icon arrow.jl

Pure Julia implementation of the apache arrow data format (https://arrow.apache.org/)

chainrules.jl icon chainrules.jl

Common utilities for defining forward-, reverse-, and mixed-mode automatic differentiation primitives

chainrulescore.jl icon chainrulescore.jl

It is like recipes but for AD! (Full functionality is in ChainRules.jl but this a a light weight dependency just to define sensitivities for your functions in your packages)

colprac icon colprac

Contributor's Guide on Collaborative Practices for Community Packages

covar.jl icon covar.jl

Error propagation with covariant variables

dictionaries.jl icon dictionaries.jl

An alternative interface for dictionaries in Julia, for improved productivity and performance

diffeqsensitivity.jl icon diffeqsensitivity.jl

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.

draco-mlfoy icon draco-mlfoy

DNNs, RNNs, Adversaries, CNNs and Other ML techniques

eago.jl icon eago.jl

A development environment for robust and global optimization

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