Yet another CGS sampler for Latent Dirichlet Allocation.

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Project description

LDA11 - yet another collapsed gibbs sampler for python.

Features

The implementaion relies on Eigen for faster array multiplication and pybind11 for simple binding.

Installation

You can install the wheel from pypi:

pip install lda11

For x64 architecture, the above wheel is built using AVX. If it is not convenient for you, try e.g.

CFLAGS="-march=native" pip install git+https://github.com/tohtsky/lda11

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This version

0.3.0.2

0.3.0.1

0.3.0.0

0.2.2.0

0.2.1.0

0.2.0.1

0.1.4.3

0.1.4.2

0.1.4.1

0.1.3

0.1.2

0.1.1

0.0.1

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