balajiln / pgbart
Particle Gibbs for Bayesian Additive Regression Trees
☆33Updated 9 years ago
Alternatives and similar repositories for pgbart:
Users that are interested in pgbart are comparing it to the libraries listed below
- ☆31Updated 8 years ago
- Code for AutoGP☆26Updated 5 years ago
- Variational Fourier Features☆83Updated 3 years ago
- PyMC Example Notebooks☆74Updated 10 years ago
- ☆42Updated 6 years ago
- A library of scalable Bayesian generalised linear models with fancy features☆60Updated 7 years ago
- bayesian bootstrapping in python☆121Updated 2 years ago
- Python package for inference with Gaussian processes☆11Updated 9 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- A Bayesian testing framework written in Python.☆94Updated 10 years ago
- An MCMC algorithm for sampling continuous probability distributions in parallel☆19Updated 9 years ago
- Bayesian dessert for Lasagne☆84Updated 7 years ago
- Decorator for PyMC3☆50Updated 3 years ago
- ☆98Updated 6 years ago
- SGCRFpy: Sparse Gaussian Conditional Random Fields in Python☆29Updated 8 years ago
- A Gaussian process toolbox in python☆42Updated 12 years ago
- A python library for stochastic variational inference and differentiable probabilistic programming☆32Updated 5 years ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 5 years ago
- General Latent Feature Modeling for Heterogeneous data☆48Updated 10 months ago
- Temporally-reweighted Chinese restaurant process mixture models for multivariate time series☆38Updated 11 months ago
- Probabilistic programming in Python workshop at Oslo universitetssykehus HF☆36Updated 8 years ago
- Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)☆43Updated 8 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆82Updated 4 years ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆76Updated 11 months ago
- Sklearn implementation of GBM to predict mu(X) and std(X) on heteroscedastic data☆26Updated 8 years ago
- Ordered Weighted L1 regularization for classification and regression in Python☆52Updated 6 years ago
- Edward content including papers, posters, and talks☆90Updated 4 years ago
- PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course☆96Updated 7 years ago
- Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation☆61Updated 4 years ago