/numbskull

Numba-based version of DimmWitted Gibbs sampler

Primary LanguagePython

Numbskull

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A Gibbs sampling system implemented in Python by a theorist.

We here highly resolve that these code bases shall not have died in vain—that this system, under God, shall have a new birth of scalability—and that parallelism of the boxes, by the boxes, for the boxes, shall not perish from the earth.

Dev-mode Install

pip install -e .
numbskull test -l 10 -i 10
cat inference_result.out*

Usage

python -m numbskull