elfi-dev / notebooks
Notebook tutorials
☆14Updated last year
Alternatives and similar repositories for notebooks:
Users that are interested in notebooks are comparing it to the libraries listed below
- Approximate Bayesian Computation Population Monte Carlo☆41Updated 5 years ago
- A Python package for Approximate Bayesian Computation☆36Updated 8 years ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 5 years ago
- Simulation based calibration and generation of synthetic data.☆49Updated this week
- ABCpy package☆113Updated 9 months ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆53Updated 7 months ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- PyMC3-like Interface for Pyro☆37Updated 5 years ago
- A thorough, straightforward, un-intimidating introduction to Gaussian processes in NumPy.☆16Updated 6 years ago
- Super fast dynamic nested sampling with PolyChord (Python, C++ and Fortran likelihoods).☆22Updated 4 years ago
- PyMC Extras extracted from the "exoplanet" library☆19Updated last week
- Decorator for PyMC3☆50Updated 3 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆19Updated this week
- A straightforward Bayesian data fitting library☆26Updated 4 months ago
- A comparison of PPL APIs☆27Updated 5 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 2 years ago
- Likelihood-free inference toolbox.☆57Updated 7 years ago
- Differentiable interface to FEniCS for PyMC3☆20Updated 2 years ago
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.☆62Updated 11 months ago
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆25Updated 6 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 9 months ago
- Code for AutoGP☆26Updated 5 years ago
- Solve ODEs fast, with support for PyMC☆112Updated 10 months ago
- lazyarray is a Python package that provides a lazily-evaluated numerical array class, larray, based on and compatible with NumPy arrays.☆21Updated 6 months ago
- Unbiased MCMC with couplings☆19Updated 5 years ago
- pybroom, the python's broom to tidy up messy fit results!☆14Updated 7 years ago
- A Python package for approximate Bayesian inference and optimization using Gaussian processes☆42Updated last year
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆40Updated 4 years ago