arviz-devs / Exploratory-Analysis-of-Bayesian-Models

Related projects: ⓘ

• arviz-devs / simulation_based_calibration
  Implementation of simulation based calibration for PyMC and Bambi
  ☆30Updated last week
• evdoxiataka / ipme
  An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".
  ☆24Updated 3 months ago
• junpenglao / All-that-likelihood-with-PyMC3
  ☆74Updated 6 years ago
• JohnGoertz / Gumbi
  Gaussian Process Model Building Interface
  ☆48Updated last month
• fonnesbeck / PyMC3_EUSS
  Course in Probabilistic Programming in Python for the 2018 EU Summer School
  ☆24Updated 6 years ago
• jessegrabowski / pymc_statespace
  A system for Bayesian estimation of state space models using PyMC
  ☆33Updated last year
• pyro-ppl / brmp
  Bayesian Regression Models in Pyro
  ☆70Updated last month
• bambinos / formulae
  Formulas for mixed-effects models in Python
  ☆54Updated last month
• hectormz / awesome-bayes
  A curated list of awesome Bayesian statistics blogs and resources
  ☆20Updated 10 months ago
• bambinos / educational-resources
  Educational resources
  ☆98Updated 2 years ago
• adamhaber / stan2tfp
  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
• bob-carpenter / comp-inference-reading
  Home for the computational inference reading group.
  ☆17Updated 4 years ago
• flatironinstitute / bayes-kit
  Bayesian inference and posterior analysis for Python
  ☆41Updated 9 months ago
• tinu-schneider / DBDA_hierach_diagram
  init
  ☆47Updated 10 years ago
• AmpersandTV / pymc3-hmm
  Hidden Markov models in PyMC3
  ☆95Updated 5 months ago
• avehtari / casestudies
  ☆25Updated 5 months ago
• elanmart / rust-pgbart
  ☆19Updated last year
• ColCarroll / ppl-api
  A comparison of PPL APIs
  ☆24Updated 5 years ago
• martiningram / mcmc_runtime_comparison
  Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis
  ☆29Updated last year
• omarfsosa / tech-talk-hierarchical-models
  ☆36Updated 2 years ago
• betanalpha / jupyter_case_studies
  Inference case studies in jupyter
  ☆91Updated 5 years ago
• canyon289 / bayesian-model-evaluation
  Presented at Scipy Conference 2019
  ☆123Updated 4 years ago
• aseyboldt / covadapt
  Low rank adaptation of covariance matrices for nuts sampling in pymc3
  ☆14Updated 2 years ago
• fonnesbeck / enar_2019_tutorial
  A Primer on Python for Statistical Programming and Data Science
  ☆26Updated 5 years ago
• wd60622 / conjugate
  Bayesian Conjugate Models in Python
  ☆20Updated this week
• ColCarroll / quantile_dotplot
  Python implementation of plot from Kay, Kola, Hullman, Munson "When (ish) is My Bus?" (2016)
  ☆18Updated 4 years ago
• andykitchen / numpyo-examples
  Numpyro examples in Python notebooks
  ☆11Updated 4 years ago
• mjhajharia / pydata21
  Pydata talk - Football Analytics Using Hierarchical Bayesian Models in PyMC
  ☆26Updated 2 years ago
• avehtari / rhat_ess
  Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
  ☆30Updated 2 years ago