rmcgibbo / pyhmcLinks
Hamiltonain Monte Carlo in Python
☆40Updated 5 years ago
Alternatives and similar repositories for pyhmc
Users that are interested in pyhmc are comparing it to the libraries listed below
Sorting:
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆40Updated 5 years ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆132Updated 4 years ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆57Updated 11 months ago
- Parallel tempering MCMC sampler package written in Python☆55Updated 10 months ago
- ABCpy package☆114Updated last year
- Gaussian Process Regression Interactive Javascript Demo☆55Updated 6 years ago
- Large scale simulation of ODEs or SDEs, analyze time series.☆25Updated 6 years ago
- Manifold Markov chain Monte Carlo methods in Python☆230Updated last month
- Differentiable interface to FEniCS for PyMC3☆20Updated 2 years ago
- Gradient-informed particle MCMC methods☆12Updated last year
- Sequential Monte Carlo working on top of pymc☆50Updated 6 years ago
- Conditional density estimation with neural networks☆31Updated 5 months ago
- Approximate Bayesian Computation Population Monte Carlo☆41Updated 5 years ago
- Solve ODEs fast, with support for PyMC☆114Updated last year
- A list of Python-based MCMC & ABC packages☆123Updated last month
- Implementation of the Gaussian Process Autoregressive Regression Model☆67Updated 5 months ago
- A library to build up lazily evaluated expressions of linear transforms for efficient scientific computing.☆25Updated last year
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆236Updated last year
- Parametric Gaussian Process Regression for Big Data☆45Updated 5 years ago
- Clustering with variational Bayes and population Monte Carlo☆49Updated 10 months ago
- AlgoPy is a Research Prototype for Algorithmic Differentation in Python☆85Updated last year
- Kernel Density Estimation and (re)sampling☆61Updated 2 years ago
- A collection of Gaussian process models☆30Updated 7 years ago
- ☆10Updated 3 years ago
- Python library for optimizing noisy functions.☆88Updated 2 years ago
- Pythonic Nested Sampling Development Framework & UltraNest☆8Updated 6 years ago
- Gaussian processes with spherical harmonic features in JAX☆15Updated last year
- Probabilistic Inference on Noisy Time Series☆238Updated 5 months ago
- Structurally efficient multi-output linearly coregionalized Gaussian Processes: it's tricky, tricky, tricky, tricky, tricky.☆38Updated 2 years ago