TuringLang / papers
A Bayesian zoo
☆14Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for papers
- A Julia package to support conjugate prior distributions.☆46Updated last year
- CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.☆30Updated 2 years ago
- Initial look at directed acyclic graph (DAG) based causal models in regression.☆31Updated 7 months ago
- Comparing performance and results of mcmc options using Julia☆38Updated 3 years ago
- DynamicHMC versions of StatisticalRethinking models☆18Updated last year
- Statistical Models with Regularization in Pure Julia☆40Updated 2 years ago
- Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet☆96Updated last month
- The julia package for nonparametric density estimate and regression☆26Updated last year
- Examples for Bayesian inference using DynamicHMC.jl and related packages.☆37Updated 11 months ago
- ☆29Updated 3 years ago
- Bayesian Linear Regression in Julia☆30Updated last year
- Inference for diffusion processes with the use of `Guided Proposals`☆16Updated 4 years ago
- StatististicalRethinking notebook project using Stan and Pluto notebooks.☆18Updated 3 months ago
- Turing + Makie = Turkie☆68Updated 5 months ago
- Julia package of regularization functions for machine learning☆26Updated 2 years ago
- Approximate Bayesian Computation (ABC) algorithms for likelihood free inference in julia☆52Updated last month
- WIP: Wrapper package for the sample method in Stan's cmdstan executable.☆18Updated 3 months ago
- Nonlinear regression in Julia☆18Updated 4 years ago
- Basic inference with Hidden Markov Models☆25Updated 6 years ago
- Probability models with `y ~ Normal(mu, sigma)` style syntax and reverse mode AD for gradients; WIP. Prioritizes runtime performance.☆20Updated 3 years ago
- Exploratory analysis of Bayesian models with Julia☆107Updated last week
- Plotting recipes for statistics and machine learning using Plots.jl☆24Updated 2 years ago
- E.T. Jaynes home phone.☆45Updated 3 years ago
- An implementation of PSIS algorithms in Julia.☆19Updated last month
- Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari☆19Updated 2 years ago
- Efficient approximate k-nearest neighbors graph construction and search in Julia☆45Updated last year
- BayesianNonparametrics in julia☆31Updated 6 years ago
- Archive of functions that emulate R's d-p-q-r functions for probability distributions☆16Updated 2 months ago
- Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation☆29Updated last year
- Markov Chain Monte Carlo convergence diagnostics in Julia☆21Updated 2 years ago