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@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':
@jhorsman
jhorsman / semver-regex.md
Last active March 29, 2024 05:25
Semantic versioning regex
@ungoldman
ungoldman / curl_post_json.md
Last active September 27, 2025 22:22
post a JSON file with curl

How do you POST a JSON file with curl??

You can post a json file with curl like so:

curl -X POST -H "Content-Type: application/json" -d @FILENAME DESTINATION

so for example:

@rbialek
rbialek / config
Created June 7, 2011 13:32
ssh/.config
Host github.com
User git
Hostname github.com
PreferredAuthentications publickey
IdentityFile /home/user/.ssh/id_rsa