Kalman Filter and RxInfer for Structural Dynamics
Implementing an AKF in Julia and RxInfer for Structural Dyanmics analysis.
tag: Julia
Transfer Learning Classifier Again... with Julia!
Replicating the cat mood classifier, this time using Julia and Flux.jl.
Bayesian Time Series Analysis with Julia and Turing.jl
This tutorial covers the fundamentals of Bayesian approaches to time series, model construction, and practical implementation, using real-world data for hands-on learning.
Bayesian Poisson Regression with Julia and Turing.jl
Explore Bayesian Poisson regression for modeling count data with Julia and Turing.jl. This tutorial includes model setup, implementation, and performance assessment with a practical example.
Bayesian Logistic Regression with Julia and Turing.jl
Applying Turing.jl package in Julia for a probabilistic approach to a classification problem on a real-world dataset.
Bayesian Linear Regression with Julia and Turing.jl
Learn the basics of Bayesian linear regression using Julia and Turing.jl. This tutorial covers model formulation, implementation, and interpretation through a practical example.