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1. tinyDA tinyDA Public

   Multilevel Delayed Acceptance MCMC sampler with finite-length subchains, modern transition kernels and adaptive error modelling.

   Python 14 3

2. dynamicslab/pysindy dynamicslab/pysindy Public

   A package for the sparse identification of nonlinear dynamical systems from data

   Python 1.5k 324

3. pymc-devs/pymc pymc-devs/pymc Public

   Bayesian Modeling and Probabilistic Programming in Python

   Python 8.7k 2k

4. UM-Bridge/benchmarks UM-Bridge/benchmarks Public

   This repository hosts stand-alone reference problems for benchmarking of UQ algorithms.

   Python 7 8

5. pytorch/botorch pytorch/botorch Public

   Bayesian optimization in PyTorch

   Jupyter Notebook 3.1k 406

6. digiLab-ai/DaFT digiLab-ai/DaFT Public

   DerivAtive-Free Thinning

   Python 6