Alternatives and similar repositories for numpyro

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

• blackjax-devs / blackjax
  BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
  ☆927Updated last month
• google-deepmind / optax
  Optax is a gradient processing and optimization library for JAX.
  ☆1,916Updated this week
• fehiepsi / rethinking-numpyro
  Statistical Rethinking (2nd ed.) with NumPyro
  ☆458Updated last month
• google-deepmind / dm-haiku
  JAX-based neural network library
  ☆3,047Updated this week
• patrick-kidger / equinox
  Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
  ☆2,394Updated this week
• arviz-devs / arviz
  Exploratory analysis of Bayesian models with Python
  ☆1,695Updated 3 weeks ago
• pymc-devs / pymc4
  (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
  ☆712Updated 3 years ago
• google / jaxopt
  Hardware accelerated, batchable and differentiable optimizers in JAX.
  ☆973Updated 2 months ago
• cornellius-gp / gpytorch
  A highly efficient implementation of Gaussian Processes in PyTorch
  ☆3,720Updated 3 months ago
• patrick-kidger / diffrax
  Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
  ☆1,675Updated this week
• n2cholas / awesome-jax
  JAX - A curated list of resources https://github.com/google/jax
  ☆1,838Updated 3 months ago
• google-deepmind / chex
  ☆861Updated 2 weeks ago
• aesara-devs / aesara
  Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…
  ☆1,209Updated 7 months ago
• probml / dynamax
  A Python package for probabilistic state space modeling with JAX
  ☆829Updated last month
• pytorch / botorch
  Bayesian optimization in PyTorch
  ☆3,285Updated last week
• google / flax
  Flax is a neural network library for JAX that is designed for flexibility.
  ☆6,624Updated this week
• bambinos / bambi
  BAyesian Model-Building Interface (Bambi) in Python.
  ☆1,168Updated last week
• google-deepmind / distrax
  ☆578Updated last month
• google-deepmind / jraph
  A Graph Neural Network Library in Jax
  ☆1,433Updated last year
• probabilistic-numerics / probnum
  Probabilistic Numerics in Python.
  ☆452Updated last year
• facebookresearch / nevergrad
  A Python toolbox for performing gradient-free optimization
  ☆4,086Updated 3 weeks ago
• google / edward2
  A simple probabilistic programming language.
  ☆697Updated 3 months ago
• GPflow / GPflow
  Gaussian processes in TensorFlow
  ☆1,876Updated 3 weeks ago
• pymc-devs / pytensor
  PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
  ☆478Updated this week
• stan-dev / pystan
  PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io
  ☆353Updated 11 months ago
• patrick-kidger / jaxtyping
  Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
  ☆1,441Updated last month
• JaxGaussianProcesses / GPJax
  Gaussian processes in JAX and Flax.
  ☆516Updated last month
• SheffieldML / GPy
  Gaussian processes framework in python
  ☆2,097Updated last week
• google-deepmind / rlax
  ☆1,329Updated last month
• google-research / torchsde
  Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
  ☆1,654Updated 5 months ago