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.
  ☆945Updated 3 months ago
• arviz-devs / arviz
  Exploratory analysis of Bayesian models with Python
  ☆1,713Updated last week
• aesara-devs / aesara
  Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…
  ☆1,215Updated 9 months ago
• google-deepmind / optax
  Optax is a gradient processing and optimization library for JAX.
  ☆1,980Updated last week
• fehiepsi / rethinking-numpyro
  Statistical Rethinking (2nd ed.) with NumPyro
  ☆460Updated 3 months ago
• pymc-devs / pymc4
  (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
  ☆712Updated 3 years ago
• patrick-kidger / equinox
  Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
  ☆2,457Updated last week
• probml / dynamax
  A Python package for probabilistic state space modeling with JAX
  ☆856Updated last month
• bambinos / bambi
  BAyesian Model-Building Interface (Bambi) in Python.
  ☆1,191Updated last week
• GPflow / GPflow
  Gaussian processes in TensorFlow
  ☆1,886Updated 2 months ago
• cornellius-gp / gpytorch
  A highly efficient implementation of Gaussian Processes in PyTorch
  ☆3,756Updated last week
• google-deepmind / dm-haiku
  JAX-based neural network library
  ☆3,078Updated 2 weeks ago
• google / jaxopt
  Hardware accelerated, batchable and differentiable optimizers in JAX.
  ☆990Updated 4 months ago
• n2cholas / awesome-jax
  JAX - A curated list of resources https://github.com/google/jax
  ☆1,904Updated 5 months ago
• patrick-kidger / diffrax
  Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
  ☆1,724Updated this week
• google / edward2
  A simple probabilistic programming language.
  ☆699Updated last month
• google-deepmind / chex
  ☆875Updated 3 weeks ago
• 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…
  ☆715Updated this week
• facebook / Ax
  Adaptive Experimentation Platform
  ☆2,559Updated this week
• pytorch / botorch
  Bayesian optimization in PyTorch
  ☆3,332Updated this week
• pymc-devs / pymc
  Bayesian Modeling and Probabilistic Programming in Python
  ☆9,175Updated this week
• stan-dev / pystan
  PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io
  ☆354Updated last year
• google-research / torchsde
  Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
  ☆1,663Updated 7 months ago
• tensorflow / probability
  Probabilistic reasoning and statistical analysis in TensorFlow
  ☆4,363Updated this week
• pymc-devs / pytensor
  PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
  ☆518Updated this week
• probabilistic-numerics / probnum
  Probabilistic Numerics in Python.
  ☆453Updated last month
• bayesflow-org / bayesflow
  A Python library for amortized Bayesian workflows using generative neural networks.
  ☆594Updated this week
• SheffieldML / GPy
  Gaussian processes framework in python
  ☆2,109Updated 2 months ago
• JaxGaussianProcesses / GPJax
  Gaussian processes in JAX and Flax.
  ☆526Updated last week
• google / flax
  Flax is a neural network library for JAX that is designed for flexibility.
  ☆6,747Updated this week