rcmorehead / simpleabc
A Python package for Approximate Bayesian Computation
☆36Updated 8 years ago
Alternatives and similar repositories for simpleabc:
Users that are interested in simpleabc are comparing it to the libraries listed below
- Approximate Bayesian Computation Population Monte Carlo☆40Updated 4 years ago
- ABCpy package☆113Updated 8 months ago
- Clustering time series using Gaussian processes and Variational Bayes.☆39Updated 4 years ago
- Implementation of simulation based calibration for PyMC and Bambi☆32Updated 4 months ago
- ☆72Updated 6 years ago
- A web interface for exploring PyMC3 traces☆46Updated 6 years ago
- Decorator for PyMC3☆50Updated 3 years ago
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆82Updated 4 years ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆75Updated 10 months ago
- Code for AutoGP☆26Updated 5 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated last year
- Notebook tutorials☆14Updated last year
- PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course☆96Updated 7 years ago
- Essay on Hamiltonian Monte Carlo in PyMC3☆14Updated last year
- Implementation of Hidden Markov Models in pymc3☆60Updated 7 years ago
- Probabilistic programming in Python workshop at Oslo universitetssykehus HF☆36Updated 8 years ago
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆23Updated 6 years ago
- A library of scalable Bayesian generalised linear models with fancy features☆60Updated 7 years ago
- Likelihood-free inference toolbox.☆57Updated 7 years ago
- An MCMC algorithm for sampling continuous probability distributions in parallel☆19Updated 9 years ago
- Approximate Bayesian Computation Sequential Monte Carlo sampler for parameter estimation.☆40Updated 4 years ago
- Collapsed Variational Bayes☆68Updated 5 years ago
- ELFI - Engine for Likelihood-Free Inference☆272Updated 6 months ago
- A Gaussian process toolbox in python☆42Updated 12 years ago
- Conventionally parameterized probability distributions☆35Updated 4 months ago
- A thorough, straightforward, un-intimidating introduction to Gaussian processes in NumPy.☆16Updated 6 years ago
- Collection of jupyter notebooks for demonstrating software.☆165Updated last year
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆53Updated 5 months ago