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SMURFF

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Result description

SMURFF is a highly optimized and parallelized software framework for Bayesian Matrix and Tensors Factorization. SMURFF supports multiple matrix factorization methods:

  •    BPMF, the basic version;
  •    Macau, adding support for high-dimensional side information to the factorization;
  •    GFA, doing Group Factor Anaysis.

Macau and BPMF can also perform tensor factorization.

The software has been used in the ExCAPE project to do large scale multi-target chemogenomics.

Radical Innovation Breakthrough
Artificial Intelligence.

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Users who will provide feedback.

Target audiences
  • Research and Technology Organisations
  • Academia/ Universities

R&D, Technology and Innovation aspects

Current stage description

Working software, can be installed through e.g. conda.

May contain bugs for corner cases.

Result submitted to Horizon Results Platform by AALTO KORKEAKOULUSAATIO SR

Offer Details

Specifications and Deliverables:

Value Proposition:

Large scale, fast, efficient matrix factorisation in various different forms from one software package.

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Adress:

OTAKAARI 1
Espoo
Uusimaa
02150
Finland

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