David Müller-Widmann

Load the Palmer penguins dataset in Julia.

Estimation of calibration errors.

Repository of NeurIPS 2019 paper "Calibration tests in multi-class classification: A unifying framework"

Lightweight Julia macro for destructuring properties and fields

Estimation and hypothesis tests of calibration in Python using CalibrationErrors.jl and CalibrationTests.jl.

Hypothesis tests of calibration.

Visualization of model calibration

Repository of ICLR 2021 paper "Calibration tests beyond classification"

Consistency resampling of calibrated predictions.

Estimation of calibration errors using Distributions.jl

Benchmarks for differentiable programming across languages and domains.

Computation of optimal transport maps.

Multi-language suite for analyzing calibration of probabilistic predictive models.

Moved to sourcehut

Estimation and hypothesis tests of calibration in R using CalibrationErrors.jl and CalibrationTests.jl.

Slides of my talk "Solving Delay Differential Equations with Julia" at JuliaCon 2019

Julia package for the creation of optimised Latin Hypercube Sampling Plans

Fast operator-overloading Jacobian & Hessian sparsity pattern detection.

Julia Linear Algebra standard library

Preheat your MCMC

An opinionated code formatter for Julia. Plot twist - the opinion is your own.

Utilities and abstractions for Machine Learning tasks

Pareto smoothed importance sampling

No description.

An implementation of PSIS algorithms in Julia.

No description.

Black-box optimization for Julia

An algebraic spin on grammar-of-graphics data visualization in Julia. Powered by the Makie.jl plotting ecosystem.

Vectorized uniform and normal random samplers.

A Julia package to perform Bifurcation Analysis

Create parameter estimation problems for ODE models

Line search methods for optimization and root-finding

Easily benchmark a Julia package over its commit history

Optimization functions for Julia

Interface designs for enforcing static computations in array functions with Julia

The cheapest threads you can find!

Julia macro for re-exporting one module from another

Immutables as mutables, mutables as immutables.

No description.

Functionality for working efficiently with block diagonal matrices.

Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems

Distributed Arrays in Julia

Efficient transducers for Julia

A package that allows Julia to display images in the kitty terminal editor

Base library providing vectorization-tools (ie, SIMD) that other libraries are built off of.

Automatically update the [compat] entries for your Julia package's dependencies

Measures (metrics) for statistics and machine learning

Developer tooling for Julia namespace management: detecting implicit imports, improper explicit imports, and improper qualified accesses

Lightweight + fast physical quantities in Julia

No description.

Simple multithreading in julia

Beautiful and flexible vizualizations of high dimensional data

No description.

JSON Web Tokens (JWT) for Julia

A Bayesian zoo

Julia implementation of Data structures

Efficient implementation of struct arrays in Julia

Fixed Point Acceleration for Julia

Transformations to contrained variables from ℝⁿ.

MacroTools provides a library of tools for working with Julia code and expressions.

Base package for optimization and equation solver software in JuliaNLSolvers

Basic numerical integration routines for presampled data.

Modern and minimalistic blog theme.

Array types that can use sentinel values of the element type for special values

Simple multiprocessing for Julia

Primitives for construction of objects

Symbolic expressions, rewriting and simplification

A Julia RNG with stable streams

Convert julia objects to LaTeX equations, arrays or other environments.

Thin, efficient wrapper around Arb library (http://arblib.org/)

Wrapper around mbedtls

Julia bindings for the Enzyme automatic differentiator

High-performance automatic differentiation of LLVM and MLIR.

No description.

Provides the sine and cosine fresnel integrals for Julia

Read and write Stata, SAS and SPSS data files with Julia tables

Statically sized arrays for Julia

Middleware for Julia

No description.

Extra Positive (Semi-)Definite Matricies

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Layout algorithms for graphs and trees in pure Julia.

Quantile regression in Julia

Inline graphics in the REPL using Sixel

A Julia package for describing array layouts and more general fast linear algebra

Utilities for working within GitHub Actions

No description.

Update immutable data

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Stan only version of DiffEqBayes.jl

Build custom model types for estimation.

Quarto format for JuliaCon Proceedings (DRAFT)

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Tools for working with Fourier space.

XGBoost Julia Package

A fast and modern CAS for a fast and modern language.

Rigorous floating-point calculations using interval arithmetic in Julia

Lambert W mathematical function

Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing

Boosted trees in Julia

No description.

An example package for submissions to JuliaCon

Cite Julia packages in your papers the easy way

Quarto template for the Journal of Statistical Software

An Emacs framework for the stubborn martian hacker

Emacs client/library for the Language Server Protocol

A common framework for implementing and using log densities for inference.

Org-babel support for Julia code blocks using julia-vterm

Logging sinks and utilites for interactive terminals

A Julia package for representing banded matrices

Allows Julia function calls to be temporarily overloaded for purpose of testing

Julia installer and version multiplexer

A utility package for working with Julia's CodeInfo internal representation.

Julia math built-ins which return NaN and accumulator functions which ignore NaN

R package wrapping EvoTrees.jl

A Heroku buildpack to run TeX Live inside a dyno.

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Create new Julia packages, the easy way

WIP package with some experiments in handling parameters for models. This might need to be two packages.

No description.

No description.

Interface for function inversion in Julia

Construct log densities with deterministic samples using low-discrepancy sequences.

Special mathematical functions in Julia

A simple shared suite of common derivative definitions

Root finding functions for Julia

A Julia framework for implementing FFTs

IO for Meshes

Basic Geometry Types

No description.

High level plotting on the GPU.

Proximal operators for nonsmooth optimization in Julia

Various implementations of the classical SIR model in Julia

No description.

Core functionality for the MLJ machine learning framework

Implementation of the MLJ scientific type convention

Optimal transport algorithms for Julia

defines additional irrationals

🧛🏻‍♂️ Dark theme for Emacs

Presolve routines for mathematical optimization

Julia package for working with special matrix types.

Interior-point solver in pure Julia

Fast matrix multiplication and division for Toeplitz matrices in Julia

Probabilistic programming via source rewriting

Cairo backend for Makie

Collection of Julia functions to make random things

Convenient way to handle simple graphs and digraphs

A documentation generator for Julia.

Probabilistic Programming with Gaussian processes in Julia

Julia package for loading many of the data sets available in R

Model comparison functions for statistical models.

Julia package for various special functions based on `log` and `exp`.

Manage a user environment using Nix [maintainer=@rycee]

Reverse Mode Automatic Differentiation for Julia

An abstract interface for plotting libraries, part of the Makie ecosystem.

Naive Bayes classifier

Pkg - Package manager for the Julia programming language

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

Uniform Interface for positive definite matrices of various structures

Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet

Research language for array processing in the Haskell/ML family

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

Julia package for lazily representing matrices filled with a single entry

forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs

A library for variational Bayesian methods in Julia

No description.

The Birch probabilistic programming language.

Collection of builder repositories for BinaryBuilder.jl

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

A package for your code to understand scoping rules(including mutability of free variables).

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

Flux's ex AD

A little less conversation, a little more abstraction

Mathematical functions related to statistics.

Educational material and tutorials for the Turing language

Code for the ICML 2019 paper: Distribution Calibration for Regression

Simple extension to Distributions.jl to incorporate interpolated PDFs

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

The perfect sidekick to your scientific inquiries

No description.

C shim for task copying in Turing

Performant arrays where each dimension can have a named axis with values

DiffEq solvers for stochastic delay differential equations

This is a variation of the OpenAI gym Frozen Lake, mimicking the minimalistic GridWorld

Julia Package for kernel functions for machine learning

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

Basic statistics for Julia

Robust implementation for random-walk Metropolis-Hastings algorithms

Statistical plotting recipes for Plots.jl

Abstract types and interfaces for Markov chain Monte Carlo methods

Intimate Affection Auditor

Fast jacobian computation through sparsity exploitation and matrix coloring

A Julia library for transforming distributions and constrained random variables

Chain types and utility functions for MCMC simulations

A Julia package for probability distributions and associated functions.

A toolkit for modeling and creating DSLs for Scientific Computing in Julia

The official registry of general Julia packages

Documentation for the DiffEq ecosystem

A Julia package for solving systems of polynomials via homotopy continuation.

DiffEq related functionality for defining biological models