zoj613 / polyagamma

Related projects ⓘ

Alternatives and complementary repositories for polyagamma

• mgorinova / autoreparam
  Automatic Reparameterisation of Probabilistic Programs
  ☆36Updated 4 years ago
• aesara-devs / aemcmc
  AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
  ☆40Updated last year
• aesara-devs / aehmc
  An HMC/NUTS implementation in Aesara
  ☆33Updated last year
• aesara-devs / aeppl
  Tools for an Aesara-based PPL.
  ☆65Updated 3 weeks ago
• aki-nishimura / discontinuous-hmc
  "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu
  ☆27Updated 6 years ago
• NeilGirdhar / efax
  Exponential families for JAX
  ☆55Updated this week
• jeremiecoullon / SGMCMCJax
  Lightweight library of stochastic gradient MCMC algorithms written in JAX.
  ☆96Updated last year
• StannisZhou / mixed_hmc
  ☆12Updated 2 years ago
• jhuggins / viabel
  Efficient, lightweight variational inference and approximation bounds
  ☆42Updated 11 months ago
• abhiagwl / vistan
  A simple library to run variational inference on Stan models.
  ☆27Updated last year
• SamDuffield / mocat
  All things Monte Carlo, written in JAX.
  ☆30Updated last year
• rlouf / aex
  Sampling with Blackjax on Aesara
  ☆11Updated last year
• martiningram / mcmc_runtime_comparison
  Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis
  ☆29Updated last year
• ColCarroll / couplings
  Unbiased MCMC with couplings
  ☆19Updated 5 years ago
• pyro-ppl / brmp
  Bayesian Regression Models in Pyro
  ☆70Updated 3 months ago
• wesselb / lab
  A generic interface for linear algebra backends
  ☆70Updated 4 months ago
• avehtari / PSIS
  Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave
  ☆75Updated 8 months ago
• arviz-devs / simulation_based_calibration
  Implementation of simulation based calibration for PyMC and Bambi
  ☆32Updated 2 months ago
• sbi-dev / pyknos
  Conditional density estimation with neural networks
  ☆27Updated 3 months ago
• stan-dev / posteriordb
  Database with posteriors of interest for Bayesian inference
  ☆182Updated 3 months ago
• jax-ml / coix
  Inference Combinators in JAX
  ☆44Updated 3 weeks ago
• eigenfoo / littlemcmc
  A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
  ☆52Updated 3 months ago
• martiningram / jax_advi
  ☆13Updated 3 years ago
• IPL-UV / jaxkern
  A lightweight didactic library of kernel methods using the back-end JAX.
  ☆12Updated last year
• blackjax-devs / sampling-book
  Tutorials and sampling algorithm comparisons
  ☆68Updated this week
• pymc-devs / symbolic-pymc
  Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
  ☆61Updated 8 months ago
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆90Updated 8 months ago
• HIPS / pgmult
  Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation
  ☆60Updated 3 years ago
• justindomke / pangolin
  probabilistic programming focused on fun
  ☆36Updated 3 weeks ago
• eth-cscs / abcpy
  ABCpy package
  ☆113Updated 6 months ago