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1. polyagammapolyagammaPublic

   An efficient and flexible sampler of the Pólya-Gamma distribution with a NumPy/SciPy compatible interface.

   C 26 5

2. htnormhtnormPublic

   Fast and Exact Simulation of Hyperplane-Truncated Multivariate Normal Distributions, with C, Python and R interfaces.

   C 11 4

3. pyloraspylorasPublic

   Experimental implementations of several (over/under)-sampling techniques not yet available in the imbalanced-learn library.

   Python 12 3

4. aesara-devs/aemcmcaesara-devs/aemcmcPublic

   AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.

   Python 39 11

5. aesara-devs/aesaraaesara-devs/aesaraPublic

   Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

   Python 1.2k 152

6. zarr-mlzarr-mlPublic

   An implementation of the Zarr storage format specification for chunked & compressed multidimensional arrays.

   OCaml 18 2