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David Widmann's Projects

diffeqbase.jl icon diffeqbase.jl

The lightweight Base library for shared types and functionality.

diffeqbayes.jl icon diffeqbayes.jl

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations

diffeqjump.jl icon diffeqjump.jl

Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates

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)

diffresults.jl icon diffresults.jl

A package which provides an API for querying differentiation results at multiple orders simultaneously

distances.jl icon distances.jl

A Julia package for evaluating distances(metrics) between vectors.

distcal icon distcal

Code for the ICML 2019 paper: Distribution Calibration for Regression

distributions.jl icon distributions.jl

A Julia package for probability distributions and associated functions.

doomemacs icon doomemacs

An Emacs framework for the stubborn martian hacker

dynamichmc.jl icon dynamichmc.jl

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

emacs icon emacs

🧛🏻‍♂️ Dark theme for Emacs

enzyme.jl icon enzyme.jl

Julia bindings for the Enzyme automatic differentiator

fillarrays.jl icon fillarrays.jl

Julia package for lazily representing matrices filled with a single entry

flux.jl icon flux.jl

Relax! Flux is the ML library that doesn't make you tensor

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