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Tools to specify and simulate individual based models, using applied category theory

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Optimization of Energy Communities in Julia

Point-based value iteration solver for POMDPs

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Conversions between Distributions.jl distributions and MeasureTheory.jl measures.

Recursive causal discovery with Julia

Alpha stable and sub-Gaussian distributions in Julia

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

Causal Inference using Gaussian Processes with Structured Latent Confounders. Estimate treatment effects with Gaussian processes.

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

Variable Selection with Knockoffs

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Generalized Estimating Equations (GEE) in Julia

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

Provides a general framework for implementing and performing Kernel Density Estimation

Toolbox for categorical time-series analysis.

Fast implementations of FastICA and DUET for blind source separation

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Drawing functions for `SimpleGraphs`

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

Compute Bell inequalities and their quantum violations.

Algorithms for performing angular differential imaging (ADI)

Sampling quantum phase space distributions

Package for unfolding of complex 3-D geometries.

Method to estimate phylogenetic networks from algebraic invariants

Experimental Approach to McCormick Relaxation Source-Code Transformation

An unofficial implementation of publicly available approximated polynomial models for NASA's Generic Transport Model aircraft.

Hypothesis tests of calibration.

Cumulants based features selection and outlier detection

A julia package to implement model selection algorithms on basic regression models.

BioCCP.jl exploits the Coupon Collector Problem for sample size determination in combinatorial biotechnology.

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An extension package of PowerModels.jl for Harmonic (Optimal) Power Network

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

A Julia package for utility-based models of decision making

Implement the rock sample problem using POMDPs.jl