Alternatives and similar repositories for tinygp

Users that are interested in tinygp are comparing it to the libraries listed below

• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆209Updated 2 months ago
• JaxGaussianProcesses / GPJax
  Gaussian processes in JAX and Flax.
  ☆543Updated last week
• jax-ml / bayeux
  State of the art inference for your bayesian models.
  ☆226Updated 6 months ago
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆251Updated 2 months ago
• danielward27 / flowjax
  ☆196Updated this week
• jax-ml / oryx
  Oryx is a library for probabilistic programming and deep learning built on top of Jax.
  ☆281Updated 3 weeks ago
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆131Updated last year
• probabilistic-numerics / probnum
  Probabilistic Numerics in Python.
  ☆459Updated 3 months ago
• jeremiecoullon / SGMCMCJax
  Lightweight library of stochastic gradient MCMC algorithms written in JAX.
  ☆105Updated 2 years ago
• f0uriest / interpax
  Interpolation and function approximation with JAX
  ☆226Updated this week
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• AaltoML / BayesNewton
  Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.
  ☆239Updated last year
• patrick-kidger / optimistix
  Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/
  ☆481Updated last week
• alonfnt / bayex
  Minimal Implementation of Bayesian Optimization in JAX
  ☆98Updated 6 months ago
• patrick-kidger / lineax
  Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax
  ☆484Updated 2 months ago
• minaskar / zeus
  ⚡️ zeus: Lightning Fast MCMC ⚡️
  ☆240Updated last year
• blackjax-devs / blackjax
  BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
  ☆961Updated 2 weeks ago
• jeremiecoullon / jax-tqdm
  Add a tqdm progress bar to your JAX scans and loops.
  ☆118Updated 5 months ago
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆215Updated 4 months ago
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆133Updated 5 months ago
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆74Updated 5 months ago
• google / tree-math
  Mathematical operations for JAX pytrees
  ☆201Updated 10 months ago
• patrick-kidger / sympy2jax
  Turn SymPy expressions into trainable JAX expressions.
  ☆352Updated 6 months ago
• ColCarroll / minimc
  Just a little MCMC
  ☆232Updated last year
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆103Updated 9 months ago
• aesara-devs / aeppl
  Tools for an Aesara-based PPL.
  ☆66Updated last year
• sbi-dev / sbi
  sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…
  ☆745Updated last week
• pymc-devs / nutpie
  Python wrapper for nuts-rs
  ☆177Updated last week
• francois-rozet / dawgz
  Unleash the true power of scheduling
  ☆33Updated 6 months ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated last month