mgorinova / autoreparam
Automatic Reparameterisation of Probabilistic Programs
☆36Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for autoreparam
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- Repository of models in Pyro☆29Updated 3 months ago
- Bayesian inference for a logistic regression model in various languages☆43Updated last year
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 5 months ago
- Bayesian Regression Models in Pyro☆70Updated 3 months ago
- Inference Combinators in JAX☆44Updated 3 weeks ago
- Pyro models and misc examples.☆19Updated 3 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 3 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 4 years ago
- An efficient and flexible sampler of the Pólya-Gamma distribution with a NumPy/SciPy compatible interface.☆24Updated last week
- Generic API for dispatch to Pyro backends.☆16Updated 2 years ago
- Implementation of simulation based calibration for PyMC and Bambi☆32Updated 2 months ago
- PyMC3-like Interface for Pyro☆37Updated 4 years ago
- Particle Gibbs for Bayesian Additive Regression Trees☆33Updated 9 years ago
- Implementation of Hidden Markov Models in pymc3☆59Updated 7 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 9 years ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆24Updated 2 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆14Updated 2 years ago
- Classic papers from Edwin T. Jaynes converted to latex.☆32Updated 2 years ago
- Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation☆60Updated 3 years ago
- ☆12Updated 2 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆40Updated 4 years ago
- probabilistic programming focused on fun☆36Updated 3 weeks ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆75Updated 8 months ago
- Home for the computational inference reading group.☆17Updated 4 years ago
- A simple library to run variational inference on Stan models.☆27Updated last year
- General Latent Feature Modeling for Heterogeneous data☆48Updated 7 months ago
- Implementation of an algorithm for Markov chain Monte Carlo with data subsampling☆32Updated 8 years ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 4 years ago
- Unbiased Markov chain Monte Carlo with couplings☆29Updated 2 years ago