ColCarroll / ppl-api

Related projects ⓘ

Alternatives and complementary repositories for ppl-api

• arviz-devs / simulation_based_calibration
  Implementation of simulation based calibration for PyMC and Bambi
  ☆32Updated 2 months ago
• evdoxiataka / ipme
  An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".
  ☆24Updated 5 months ago
• ColCarroll / couplings
  Unbiased MCMC with couplings
  ☆19Updated 5 years ago
• arviz-devs / Exploratory-Analysis-of-Bayesian-Models
  Source repository for the online book Exploratory Analysis of Bayesian Models.
  ☆17Updated this week
• ColCarroll / quantile_dotplot
  Python implementation of plot from Kay, Kola, Hullman, Munson "When (ish) is My Bus?" (2016)
  ☆19Updated 4 years ago
• bob-carpenter / comp-inference-reading
  Home for the computational inference reading group.
  ☆17Updated 4 years ago
• johannbrehmer / simulator-mining-example
  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
• suriyadeepan / pm-pyro
  PyMC3-like Interface for Pyro
  ☆37Updated 4 years ago
• ColCarroll / sampled
  Decorator for PyMC3
  ☆50Updated 3 years ago
• junpenglao / All-that-likelihood-with-PyMC3
  ☆73Updated 6 years ago
• mgorinova / autoreparam
  Automatic Reparameterisation of Probabilistic Programs
  ☆36Updated 4 years ago
• canyon289 / bayesian-model-evaluation
  Presented at Scipy Conference 2019
  ☆124Updated 4 years ago
• fonnesbeck / PyMC3_EUSS
  Course in Probabilistic Programming in Python for the 2018 EU Summer School
  ☆23Updated 6 years ago
• andykitchen / numpyo-examples
  Numpyro examples in Python notebooks
  ☆11Updated 4 years 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 / mcmc_runtime_comparison
  Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis
  ☆29Updated last year
• flatironinstitute / bayes-kit
  Bayesian inference and posterior analysis for Python
  ☆43Updated 11 months ago
• aseyboldt / covadapt
  Low rank adaptation of covariance matrices for nuts sampling in pymc3
  ☆14Updated 2 years ago
• pyro-ppl / brmp
  Bayesian Regression Models in Pyro
  ☆70Updated 3 months ago
• janfreyberg / jupyterstan
  Define Stan models in jupyter notebook cells using magics
  ☆20Updated 5 years ago
• exoplanet-dev / pymc-ext
  PyMC Extras extracted from the "exoplanet" library
  ☆19Updated last month
• betanalpha / jupyter_case_studies
  Inference case studies in jupyter
  ☆92Updated 6 years ago
• jakeret / abcpmc
  Approximate Bayesian Computation Population Monte Carlo
  ☆40Updated 4 years ago
• darrenjw / logreg
  Bayesian inference for a logistic regression model in various languages
  ☆43Updated last year
• rcmorehead / simpleabc
  A Python package for Approximate Bayesian Computation
  ☆36Updated 8 years ago
• elfi-dev / notebooks
  Notebook tutorials
  ☆14Updated last year
• aesara-devs / aemcmc
  AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
  ☆40Updated last year
• IBM / yaps
  A surface language for programming Stan models using python syntax
  ☆46Updated 5 years ago
• MilesCranmer / python_citations
  Bibtex for various Python science and machine learning software
  ☆31Updated 2 years ago