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Multiview-GPU

GPU-accelerated multiview clustering and dimensionality reduction thanks to Tensorflow.

Based on multiview.

Dependedencies

For building:

  • tensorflow-gpu
  • numpy
  • sklearn
  • scipy
  • setuptools

For testing and benchmarking:

  • pytest
  • pytest-benchmark
  • multiview
pip install tensorflow-gpu numpy sklearn scipy setuptools pytest pytest-benchmark multiview

To run the tests:

pytest
# or
python setup.py test

Note: the benchmarks take some time to run, to skip them:

pytest --benchmark-disable

Conversely, to only run the tests

pytest --benchmark-only