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@markasoftware
markasoftware / enterprise_token.rb
Last active December 13, 2025 21:32
OpenProject Enterprise mode for free
############ If you are using DOCKER all-in-one image, create Dockerfile like: ################
############ FROM openproject/openproject:16 ################
############ COPY ./enterprise_token.rb app/models/enterprise_token.rb ################
############ If you are runing a manual installation: ################
############ REPLACE app/models/enterprise_token.rb in the source code with this file! ################
############ also be sure to RESTART OpenProject after replacing the file. ################
############ If using some other set up (eg docker-compose), read the comments on ################
############ https://gist.github.com/markasoftware/f5b2e55a2c2e3abb1f9eefcdf0bfff45 ################
@cbaziotis
cbaziotis / AttentionWithContext.py
Last active April 25, 2022 14:37
Keras Layer that implements an Attention mechanism, with a context/query vector, for temporal data. Supports Masking. Follows the work of Yang et al. [https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf] "Hierarchical Attention Networks for Document Classification"
def dot_product(x, kernel):
"""
Wrapper for dot product operation, in order to be compatible with both
Theano and Tensorflow
Args:
x (): input
kernel (): weights
Returns:
"""
if K.backend() == 'tensorflow':