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Example models2 days ago
Common models | Linear regression | Multiple linear regression | Multiple Poisson regression | Multiple categorical regression | Multiple linear regression with LASSO prior | Hierarchical linear regression | Random intercept-slope model | Random intercept-slope model (with correlated effects) | Common Bayesian priors | Improper flat prior | Ridge prior | Exponential-normal prior | Horseshoe prior | Regularized horseshoe prior | Advanced Bayesian models | Hierarchical linear regression in general conditional formulation | Hierarchical linear regression in general marginal formulation | Bayesian neural network | Factor analysis | BUGS models | Air | data | greta code | BUGS/JAGS code | Stan code | Beetles | Stan models | Lightspeed | Eight schools | Ecological models | Logistic regression | Poisson regression | Logistic regression with error term | Multiple species modelling independently and concurrently | Multiple species with partial pooling of regression coefficients | Multiple species with sub-model for regression coefficients | Cormack-Jolly-Seber model
Get started with greta2 days ago
Installation | Installing TensorFlow | DiagrammeR | How greta works | Building a model | Data | explicit vs. automatic conversion | data structures | Variables and priors | variables without probability distributions | variables with probability distributions | variables with truncated distributions | Operations | Extract and replace | Functions | Likelihood | Defining the model | Plotting | Sampling | Tweaking the sampler
Installing dependencies2 days ago
Quick start | Did it work? | How greta uses Python | When the default isn't right | Using greta offline | Prime the managed (uv) environment while online | Pin dependency versions | I already have Python or TensorFlow installed | I need specific dependency versions | I want the conda workflow | How install_greta_deps() works | Advanced: how greta chooses a Python environment | Starting over | Troubleshooting
FAQ15 days ago
How do I install greta dependencies? | How do I know if greta has the right versions of Python dependencies installed? | Is there an alternative way to install Python dependencies? | I get the message: "Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2"
Getting Started2 years ago
Example | Brief technical details | Bayesian interpretation of the GAM | Penalty matrices | References
iterate-matrix-example2 years ago
ODE solve example2 years ago
iterate-matrix-example2 years ago
ODE solve example2 years ago
getting-started4 years ago
Gaussian processes in greta | Example
getting-started4 years ago
Gaussian processes in greta | Example