probml / sts-jaxLinks
Structural Time Series in JAX
☆193Updated last year
Alternatives and similar repositories for sts-jax
Users that are interested in sts-jax are comparing it to the libraries listed below
Sorting:
- Tutorials and sampling algorithm comparisons☆75Updated this week
- State of the art inference for your bayesian models.☆219Updated 2 months ago
- 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
- Gaussian process modelling in Python☆223Updated 7 months ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆269Updated this week
- Tools for an Aesara-based PPL.☆64Updated 8 months ago
- Gaussian processes in JAX and Flax.☆521Updated 3 weeks ago
- The tiniest of Gaussian Process libraries☆313Updated last week
- Bayesian Bandits☆68Updated last year
- Uncertainty quantification with PyTorch☆362Updated 3 months ago
- esig python package☆48Updated 6 months ago
- Deep GPs built on top of TensorFlow/Keras and GPflow☆127Updated 8 months ago
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆100Updated 2 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆330Updated last year
- ☆17Updated 2 years ago
- Python wrapper for nuts-rs☆162Updated last week
- A Python package for probabilistic state space modeling with JAX☆838Updated 2 months ago
- Neat Bayesian machine learning examples☆58Updated 2 weeks ago
- Recursive Bayesian Estimation (Sequential / Online Inference)☆59Updated last year
- Powerful add-ons for PyMC☆106Updated last week
- PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python☆120Updated 5 months ago
- Minimal Implementation of Bayesian Optimization in JAX☆95Updated 2 months ago
- Probabilistic Numerics in Python.☆452Updated last week
- Mathematical operations for JAX pytrees☆198Updated 7 months ago
- Statistical Rethinking (2nd ed.) with NumPyro☆460Updated 2 months ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆210Updated last year
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆38Updated last year
- ☆247Updated 2 weeks ago
- A generic interface for linear algebra backends☆73Updated 4 months ago