dfm / tinygpLinks
The tiniest of Gaussian Process libraries
☆313Updated this week
Alternatives and similar repositories for tinygp
Users that are interested in tinygp are comparing it to the libraries listed below
Sorting:
- Probabilistic Programming and Nested sampling in JAX☆187Updated last week
- State of the art inference for your bayesian models.☆219Updated 2 months ago
- Gaussian processes in JAX and Flax.☆521Updated 3 weeks ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆247Updated last week
- ☆173Updated last week
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆269Updated this week
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- Likelihood-free AMortized Posterior Estimation with PyTorch☆130Updated 10 months ago
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆437Updated last month
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Interpolation and function approximation with JAX☆200Updated last week
- Probabilistic Numerics in Python.☆452Updated last week
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆233Updated last year
- Add a tqdm progress bar to your JAX scans and loops.☆110Updated 2 months ago
- A differentiable cosmology library in JAX☆206Updated 2 weeks ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆931Updated 2 months ago
- Minimal Implementation of Bayesian Optimization in JAX☆95Updated 2 months ago
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆236Updated last year
- MCHMC: sampler from an arbitrary differentiable distribution☆73Updated 2 months ago
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆457Updated 2 weeks ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆118Updated last month
- Simulation-based inference benchmark☆97Updated 5 months ago
- Mathematical operations for JAX pytrees☆198Updated 7 months ago
- Tools for an Aesara-based PPL.☆64Updated 8 months ago
- Tutorials and sampling algorithm comparisons☆75Updated this week
- Deep GPs built on top of TensorFlow/Keras and GPflow☆127Updated 8 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆57Updated 3 weeks ago
- Turn SymPy expressions into trainable JAX expressions.☆343Updated 2 months ago
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆709Updated this week
- Gaussian process modelling in Python☆223Updated 6 months ago