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Aayush Sabharwal's Projects

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delaydiffeq.jl icon delaydiffeq.jl

Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.

diffeqbase.jl icon diffeqbase.jl

The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

diffeqcallbacks.jl icon diffeqcallbacks.jl

A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers

diffeqdevtools.jl icon diffeqdevtools.jl

Benchmarking, testing, and development tools for differential equations and scientific machine learning (SciML)

diffeqflux.jl icon diffeqflux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

diffeqnoiseprocess.jl icon diffeqnoiseprocess.jl

A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)

ditto icon ditto

Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)

dynamo-release icon dynamo-release

Inclusive model of expression dynamics with metabolic labeling based scRNA-seq / multiomics, vector field reconstruction and differential geometry analyses

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