smurff

Bayesian Factorization Methods

Development Status
- 4 - Beta
Intended Audience
- Science/Research
License
- OSI Approved :: MIT License
Operating System
- MacOS
- Microsoft :: Windows
- POSIX
- Unix
Programming Language
- C++
- Python
- Python :: 3
Topic
- Scientific/Engineering :: Artificial Intelligence

Project description

Highly optimized and parallelized methods for Bayesian Factorization, including BPMF and smurff. The package uses optimized OpenMP/C++ code with a pybind11gq$ wrapper to factorize large scale matrices. smurff method provides also the ability to incorporate high-dimensional side information to the factorization.

Project details

Development Status
- 4 - Beta
Intended Audience
- Science/Research
License
- OSI Approved :: MIT License
Operating System
- MacOS
- Microsoft :: Windows
- POSIX
- Unix
Programming Language
- C++
- Python
- Python :: 3
Topic
- Scientific/Engineering :: Artificial Intelligence

Release history Release notifications | RSS feed

This version

0.17.0

Apr 9, 2021

0.16.2

Apr 19, 2021

0.16.1

Mar 19, 2021

0.16.0

Sep 3, 2020

0.15.5

Mar 19, 2021

0.15.3

Jun 14, 2020

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smurff-0.17.0-cp39-cp39-manylinux2014_x86_64.whl (12.1 MB view hashes)

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smurff-0.17.0-cp38-cp38-manylinux2014_x86_64.whl (12.1 MB view hashes)

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smurff-0.17.0-cp38-cp38-macosx_10_9_x86_64.whl (6.8 MB view hashes)

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smurff-0.17.0-cp37-cp37m-manylinux2014_x86_64.whl (12.1 MB view hashes)

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smurff-0.17.0-cp37-cp37m-macosx_10_9_x86_64.whl (6.8 MB view hashes)

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smurff-0.17.0-cp36-cp36m-manylinux2014_x86_64.whl (12.1 MB view hashes)

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