JuliaDynamics / Associations.jl
Algorithms for quantifying associations, independence testing and causal inference from data.
☆155Updated 2 months ago
Alternatives and similar repositories for Associations.jl:
Users that are interested in Associations.jl are comparing it to the libraries listed below
- Implementation of domain-specific language (DSL) for dynamic probabilistic programming☆202Updated this week
- Causal inference, graphical models and structure learning in Julia☆202Updated last week
- Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform…☆121Updated this week
- Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms☆272Updated this week
- Implementation of normalising flows and constrained random variable transformations☆234Updated this week
- Implementation of variational Bayes inference algorithms☆90Updated this week
- Robust implementation for random-walk Metropolis-Hastings algorithms☆107Updated this week
- A Julia implementation of basic tools for time series analysis compatible with incomplete data.☆121Updated 2 months ago
- Fast, general-purpose interactive applications for complex systems☆172Updated 9 months ago
- Julia package for simulating Dynamics on Networks☆137Updated this week
- Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo i…☆101Updated 2 years ago
- Wrapping deep learning models from the package Flux.jl for use in the MLJ.jl toolbox☆145Updated 2 weeks ago
- Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with dif…☆140Updated last month
- Causal.jl - A modeling and simulation framework adopting causal modeling approach.☆115Updated 3 years ago
- Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt…☆119Updated last month
- A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.☆112Updated 3 years ago
- Sampling from intractable distributions, with support for distributed and parallel methods☆98Updated this week
- StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.☆274Updated 2 weeks ago
- Exploratory analysis of Bayesian models with Julia☆109Updated this week
- Specifying, fitting, and evaluating statistical models in Julia☆252Updated 4 months ago
- "Distributions" that might not add to one.☆393Updated this week
- Linear Operators for Julia☆162Updated last month
- language level autograd compiler for Julia☆205Updated this week
- Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms☆56Updated last week
- Fast and automatic structural identifiability software for ODE systems☆114Updated this week
- A set of tutorials to show how to use Julia for data science (DataFrames, MLJ, ...)☆119Updated 9 months ago
- Delay coordinates embeddings and optimizing them☆29Updated 4 months ago
- Tools for the exploration of chaos and nonlinear dynamics☆194Updated 2 months ago
- Types and utility functions for summarizing Markov chain Monte Carlo simulations☆270Updated 3 weeks ago
- An interface to various automatic differentiation backends in Julia.☆240Updated this week