balajiln / pgbart
Particle Gibbs for Bayesian Additive Regression Trees
☆32Updated 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
- ☆42Updated 6 years ago
- Temporally-reweighted Chinese restaurant process mixture models for multivariate time series☆37Updated last year
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- SGCRFpy: Sparse Gaussian Conditional Random Fields in Python☆29Updated 8 years ago
- Code for AutoGP☆26Updated 5 years ago
- Variational Fourier Features☆84Updated 3 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- ☆98Updated 7 years ago
- Bayesian dessert for Lasagne☆84Updated 7 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆14Updated 2 years ago
- A python library for stochastic variational inference and differentiable probabilistic programming☆32Updated 5 years ago
- Pyro models and misc examples.☆19Updated 3 years ago
- General Latent Feature Modeling for Heterogeneous data☆48Updated last year
- A Bayesian testing framework written in Python.☆94Updated 10 years ago
- A Gaussian process toolbox in python☆42Updated 12 years ago
- Short introduction to Bayesian statistical modelling with PyMC3☆18Updated 5 years ago
- Repository of models in Pyro☆29Updated 8 months ago
- Implementation of Hidden Markov Models in pymc3☆60Updated 8 years ago
- Exponential family embeddings (Poisson or Bernoulli) for discrete data☆32Updated 5 years ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆76Updated last year
- An MCMC algorithm for sampling continuous probability distributions in parallel☆19Updated 10 years ago
- Implementation of Mapper algorithm for Topological Data Analysis☆45Updated 4 years ago
- bayesian bootstrapping in python☆121Updated 3 years ago
- Probabilistic programming in Python workshop at Oslo universitetssykehus HF☆36Updated 8 years ago
- Python package for inference with Gaussian processes☆11Updated 10 years ago
- Software for learning sparse Bayesian networks☆43Updated 4 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆128Updated 8 years ago
- PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course☆96Updated 7 years ago
- An implementation of Adams & MacKay 2007 "Bayesian Online Changepoint Detection"☆31Updated 10 years ago