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Repository of the Study Project "Understanding learning in deep neural networks with the help of information theory"

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Documentation

To build the documentation locally run

$ cd docs
$ make html

The generated files will be found in the build/ directory.

MongoDB

For using sarcred MongoDB instance is required. To start a new instance on a server with docker run

$ docker run --name my_mongo -d -p 27017:27017 mongo

or better with express web frontend and authentification

$ infrastructure
# Adapt username and password
$ docker-compose up

Then put the IP address of your server and the credentials into the MongoObserver of experiment.py.

To connect with sacredboard run

$ sacredboard -m <IPADDRESS>:27017:<DBNAME>

or with authentification

$ sacredboard -mu mongodb://<user>:<pwd>@<host>/?authMechanism=SCRAM-SHA-1 <db_name> 

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Repository of the Study Project "Understanding learning in deep neural networks with the help of information theory"

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