Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave
☆80Mar 13, 2024Updated last year
Alternatives and similar repositories for PSIS
Users that are interested in PSIS are comparing it to the libraries listed below
Sorting:
- Unifying probabilistic models for time-frequency analysis. Spectral Mixture Gaussian processes in state space form.☆19May 30, 2019Updated 6 years ago
- Bayesian inference and posterior analysis for Python☆46Dec 13, 2023Updated 2 years ago
- Benchmarking field-level cosmological inference from galaxy surveys.☆12Jul 17, 2025Updated 7 months ago
- Pytorch package for geometric softmax☆12Jun 13, 2019Updated 6 years ago
- End-to-End Probabilistic Inference for Nonstationary Audio Analysis☆12Aug 7, 2019Updated 6 years ago
- Statistical computation and diagnostics for ArviZ.☆14Updated this week
- PyJAGS: The Python Interface to JAGS☆13May 20, 2020Updated 5 years ago
- Autoencoders for galaxies☆11Jul 29, 2021Updated 4 years ago
- species distribution modelling code for seeg projects☆17Mar 18, 2016Updated 9 years ago
- Interactive notebooks for graduate course in galaxies.☆16Jun 14, 2024Updated last year
- Gaussian processes regression models with linear inequality constraints☆16Jul 10, 2024Updated last year
- workshops☆12Feb 19, 2023Updated 3 years ago
- ☆15May 7, 2020Updated 5 years ago
- みんなのRcpp☆14Mar 25, 2020Updated 5 years ago
- Automatically exported from code.google.com/p/py-smc2☆14Jun 15, 2015Updated 10 years ago
- The galaxy survey codex☆17Jul 12, 2024Updated last year
- Python bindings for Matroid API☆17Aug 14, 2025Updated 6 months ago
- JAX Tutorial notebooks : basics, crash & tips, usage of optax/JaxOptim/Numpyro☆16Feb 25, 2025Updated last year
- Unbiased and Consistent Nested Sampling via Sequential Monte Carlo☆15May 4, 2025Updated 10 months ago
- Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.☆27Oct 13, 2022Updated 3 years ago
- PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)☆18Aug 12, 2024Updated last year
- Repositorio general para Bootcamps de Data Science en Coding Dojo☆11Nov 13, 2025Updated 3 months ago
- A JAX-based gaussian process structure learning package for time series modelling.☆37Mar 2, 2026Updated last week
- Projection predictive variable selection☆114Jan 23, 2026Updated last month
- Gaussian process time-frequency analysis toy examples☆17Apr 5, 2019Updated 6 years ago
- Notebooks containing R code from Richard McElreath's Statistical Rethinking☆72Feb 15, 2016Updated 10 years ago
- A simple implementation of Hamiltonian Monte Carlo in JAX.☆20Feb 8, 2024Updated 2 years ago
- Fast, lightweight and parallelised simulation-based inference in JAX.☆23Oct 28, 2025Updated 4 months ago
- Low-level primitives for collapsed Gibbs sampling in python and C++☆16Mar 27, 2024Updated last year
- Code for AutoGP☆27Jul 19, 2019Updated 6 years ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Jan 4, 2020Updated 6 years ago
- Code to accompany the paper "Fast Hamiltonian Monte Carlo Using GPU Computing"☆36Nov 3, 2016Updated 9 years ago
- Automatically exported from code.google.com/p/probab☆22Sep 14, 2015Updated 10 years ago
- ☆28Updated this week
- The Fasten Sources is a library that defines medical provider metadata (definitions - OpenID Metadata documents) and http clients (OAuth2…☆39Updated this week
- Collection of jupyter notebooks for demonstrating software.☆167Apr 2, 2023Updated 2 years ago
- Exploratory analysis of Bayesian models with Python☆1,787Updated this week
- Tools for working with icd codes and comorbidities☆26Apr 28, 2021Updated 4 years ago
- Introduction to MRI and BIDS☆28Mar 3, 2026Updated last week