aseyboldt / covadapt
Low rank adaptation of covariance matrices for nuts sampling in pymc3
☆14Updated 2 years ago
Alternatives and similar repositories for covadapt:
Users that are interested in covadapt are comparing it to the libraries listed below
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- Simulation based calibration and generation of synthetic data.☆49Updated last week
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆53Updated 7 months ago
- A backend for storing MCMC draws.☆15Updated last month
- Experimental code for porting PyMC to alternative backends☆26Updated 7 years ago
- ☆12Updated 3 years ago
- Home for the computational inference reading group.☆17Updated 4 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆20Updated last week
- An HMC/NUTS implementation in Aesara☆32Updated last year
- Decorator for PyMC3☆50Updated 3 years ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆24Updated 3 years ago
- PyMC Extras extracted from the "exoplanet" library☆19Updated 2 weeks ago
- Bayesian Regression Models in Pyro☆71Updated 7 months ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 9 months ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Large scale simulation of ODEs or SDEs, analyze time series.☆25Updated 5 years ago
- Formulas for mixed-effects models in Python☆58Updated last month
- Unbiased MCMC with couplings☆19Updated 5 years ago
- Tools for an Aesara-based PPL.☆65Updated 4 months ago
- Gaussian Process Model Building Interface☆50Updated last week
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆76Updated last year
- A comparison of PPL APIs☆27Updated 5 years ago
- All things Monte Carlo, written in JAX.☆30Updated 2 years ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- An efficient and flexible sampler of the Pólya-Gamma distribution with a NumPy/SciPy compatible interface.☆24Updated 2 weeks ago
- Code for AutoGP☆26Updated 5 years ago
- Python wrapper for nuts-rs☆143Updated this week