MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
☆341Dec 7, 2022Updated 3 years ago
Alternatives and similar repositories for sampyl
Users that are interested in sampyl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Manifold Markov chain Monte Carlo methods in Python☆238Jul 20, 2026Updated 3 months ago
- Hamiltonain Monte Carlo in Python☆40Nov 7, 2019Updated 6 years ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆140Dec 1, 2020Updated 5 years ago
- Just a little MCMC☆235Jun 25, 2024Updated 2 years ago
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆39Mar 20, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Look Ahead Hamiltonian Monte Carlo☆31Mar 29, 2015Updated 11 years ago
- Efficiently computes derivatives of NumPy code.☆7,547Updated this week
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆26Jun 7, 2018Updated 8 years ago
- The Python ensemble sampling toolkit for affine-invariant MCMC☆1,603Updated this week
- PyMC Extras extracted from the "exoplanet" library☆19Oct 12, 2026Updated last week
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,846Mar 18, 2024Updated 2 years ago
- Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.☆76Oct 7, 2025Updated last year
- Bayesian Modeling and Probabilistic Programming in Python☆9,819Updated this week
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆244Feb 18, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆331Mar 20, 2024Updated 2 years ago
- Notas del curso de Simulación☆13Feb 3, 2026Updated 8 months ago
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆87May 8, 2020Updated 6 years ago
- Implementation of Stochastic Gradient MCMC algorithms☆40Dec 7, 2016Updated 9 years ago
- Tensorflow implementation of Stein Variational Gradient Descent (SVGD)☆26Jan 13, 2018Updated 8 years ago
- Bayesian dessert for Lasagne☆83Jun 25, 2017Updated 9 years ago
- Render probabilistic graphical models using matplotlib☆687Oct 12, 2026Updated last week
- BAyesian Model-Building Interface (Bambi) in Python.☆1,305Updated this week
- Pseudo-Marginal Slice Sampling☆19Jun 8, 2016Updated 10 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Exploratory analysis of Bayesian models with Python☆1,861Oct 12, 2026Updated last week
- Stochastic Gradient Markov Chain Monte Carlo and Optimisation☆17Mar 21, 2017Updated 9 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆903Jul 16, 2021Updated 5 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,136Oct 8, 2026Updated 2 weeks ago
- Generative random network models and Bayesian inference algorithms☆10May 5, 2016Updated 10 years ago
- Fast and flexible Gaussian Process regression in Python☆461Jun 22, 2026Updated 4 months ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,770Updated this week
- Run and time jupyter notebooks☆12Aug 14, 2023Updated 3 years ago
- Hidden Markov Models (HMMs) with tied states and autoregressive observations☆24Jul 10, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A kernel-density-based, embarrassingly parallel ensemble sampler☆36Jul 9, 2022Updated 4 years ago
- Probabilistic Torch is library for deep generative models that extends PyTorch☆893May 12, 2024Updated 2 years ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆59Jul 25, 2024Updated 2 years ago
- Supplementary Material to accompany the paper, DJ Warne, SA Sisson, C Drovandi (2019) Acceleration of expensive computations in Bayesian…☆13Oct 23, 2020Updated 5 years ago
- A web interface for exploring PyMC3 traces☆45Feb 14, 2018Updated 8 years ago
- Code required to reproduce the experiments in Auxiliary Variational MCMC☆17Oct 1, 2018Updated 8 years ago
- Code to accompany the paper "Fast Hamiltonian Monte Carlo Using GPU Computing"☆37Nov 3, 2016Updated 9 years ago