The extension provides the nodes that allow to use Google BERT Python libarary without coding.
Curently only classification for the texts is implemented. This extension is built on top of the TensorFlow 2 Python package, so it requires to have all dependencies installed for Python Deep Learning environment, it is also possible to execute BERT on GPU (nVidia CUDA-based).
The list of Python packages the extension was tested on:
bert==2.2.0
bert-for-tf2==0.14.4
Keras-Preprocessing==1.1.2
tensorboard==2.2.2
tensorboard-plugin-wit==1.7.0
tensorflow==2.2.0
tensorflow-estimator==2.2.0
tensorflow-hub==0.8.0
tokenizers==0.7.0
tqdm==4.48.0
transformers==3.0.2
Included nodes
- Go to item
- Go to item
- Go to item
Legal
Copyright (c) 2020 Redfield AB.
Update site information
KNIME Community Extensions (Trusted), Version 4.5.0
http://update.knime.com/community-contributions/trusted/4.5
In case you can’t install the extension via drag & drop, please check that the update site is activated.