canyon289 / ssm_book_club

Related projects ⓘ

Alternatives and complementary repositories for ssm_book_club

• blackjax-devs / sampling-book
  Tutorials and sampling algorithm comparisons
  ☆68Updated this week
• probml / bandits
  Bayesian Bandits
  ☆66Updated last year
• bob-carpenter / adaptive-hmc
  Self-tuning HMC algorithms and evaluations
  ☆18Updated last month
• geraschenko / gmrfs
  Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)
  ☆19Updated 7 months ago
• lindermanlab / ssm-jax
  Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
  ☆57Updated 5 months ago
• rlouf / aex
  Sampling with Blackjax on Aesara
  ☆11Updated last year
• flatironinstitute / bayes-kit
  Bayesian inference and posterior analysis for Python
  ☆43Updated 11 months ago
• QuantEcon / lecture-jax
  Lectures on Quantitative Economics Using JAX
  ☆28Updated this week
• aterenin / SparseGPAX
  An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.
  ☆22Updated 3 years ago
• pyro-ppl / brmp
  Bayesian Regression Models in Pyro
  ☆70Updated 3 months ago
• jax-ml / bayeux
  State of the art inference for your bayesian models.
  ☆176Updated last week
• jessegrabowski / pymc_statespace
  A system for Bayesian estimation of state space models using PyMC
  ☆32Updated last year
• PGM-Lab / 2022-ProbAI
  ☆20Updated 2 years ago
• abhiagwl / vistan
  A simple library to run variational inference on Stan models.
  ☆27Updated last year
• mattiasvillani / AdvBayesLearnCourse
  Course material for the PhD course in Advanced Bayesian Learning
  ☆56Updated 2 weeks ago
• aesara-devs / aeppl
  Tools for an Aesara-based PPL.
  ☆65Updated 3 weeks ago
• probml / JSL
  Jax SSM Library
  ☆49Updated last year
• bambinos / kulprit
  Kullback-Leibler projections for Bayesian model selection in Python
  ☆30Updated 4 months ago
• JohnGoertz / Gumbi
  Gaussian Process Model Building Interface
  ☆48Updated 2 weeks ago
• JiaYaobo / fenbux
  A Simple Statistical Distribution Library in JAX
  ☆16Updated 7 months ago
• arviz-devs / preliz
  Exploring and eliciting probability distributions
  ☆90Updated this week
• darrenjw / fp-ssc-course
  An introduction to functional programming for scalable statistical computing
  ☆70Updated 4 months ago
• StannisZhou / mixed_hmc
  ☆12Updated 2 years ago
• AaltoML / kalman-jax
  Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
  ☆95Updated last year
• NeilGirdhar / efax
  Exponential families for JAX
  ☆55Updated this week
• AmpersandTV / pymc3-hmm
  Hidden Markov models in PyMC3
  ☆97Updated 8 months ago
• pymc-devs / pymc-experimental
  ☆83Updated this week
• wd60622 / conjugate
  Bayesian Conjugate Models in Python
  ☆25Updated this week
• jeremiecoullon / SGMCMCJax
  Lightweight library of stochastic gradient MCMC algorithms written in JAX.
  ☆96Updated last year
• pymc-devs / pymc-bart
  ☆88Updated this week