Provides a general framework for implementing and performing Kernel Density Estimation

Variable Selection with Knockoffs

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Experimental Approach to McCormick Relaxation Source-Code Transformation

A thin wrapper over Bridge.jl for the SciML scientific machine learning common interface, enabling new methods for neural stochastic differential equations (neural SDEs)

Hypothesis tests of calibration.

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Toolbox for categorical time-series analysis.

Geometry optimization for molecular simulation

High performance hybrid Monte Carlo simulation

Http://proceedings.mlr.press/v119/bruinsma20a.html

Pipeline for debiasing and improving error bar estimates for photometry on top of structured/filamentary background.

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Numerical Methods for Vlasov-Poisson and Vlasov-Maxwell Systems

Reinforcement learning framework to find and analyze the likeliest failures of a system under test.

Differentiable acoustic ray tracers

Modular/extensible Julia library for Computer Adaptive Tests

Mixed model solution for replicate designed bioequivalence study.

Plot critical difference diagrams in Julia

Nonlinear diffusion problems in Julia

Cumulants based features selection and outlier detection

Recursive causal discovery with Julia

Http://proceedings.mlr.press/v119/bruinsma20a.html

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Unfortunately, FMUs (fmi-standard.org) are not differentiable by design. To enable their full potential inside Julia, FMISensitivity.jl makes FMUs fully differentiable, regarding to: states and derivatives | inputs, outputs and other observable variables | parameters | event indicators | explicit time | state change sensitivity by event

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Https://stevengogogo.github.io/FindSteadyStates.jl/dev

Julia stochastic processes package.

Package for fitting models according to the deep compartment modeling framework for pharmacometric applications.

Quantum Exact Simulation Toolkit is a high performance simulator of quantum circuits, state-vectors and density matrices

A toolkit for the quantum and classical Dicke model in Julia.

Test Cases for Regularized Optimization

🍃 coupled leaf gas-exchange model

Benchmark BLAS Libraries

Point patterns for the GeoStats.jl framework

Simplest simulation to use non-Exponential transitions

Network Hawkes processes in Julia.

Compressed belief-state MDPs in Julia compatible with POMDPs.jl

Official Implementation of Context-Dependent Gene Regulatory Networks (CDGRNs)

Julia package of a fractional delay filter