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An efficient and flexible sampler of the Pólya-Gamma distribution with a NumPy/SciPy compatible interface.
C 20 4
Fast and Exact Simulation of Hyperplane-Truncated Multivariate Normal Distributions, with C, Python and R interfaces.
C 11 4
Experimental implementations of several (over/under)-sampling techniques not yet available in the imbalanced-learn library.
Python 7 3
AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.
Python 37 10
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
Python 1k 151
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