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A keras extension (callback) to record details of a training task

Project description

Keras Experiment Recorder

This is a set of utilities (mostly a keras Callback) that help store various aspects of an experiment (e.g. model information, results of training etc) in firebase backend.


You will need the service account of a firebase app.


from keras_experiment_recorder import ExperimentInfo, FirebaseInfo
from keras_experiment_recorder import ExperimentRecorder

# below three lines setup the instance of ExperimentRecorder
fb_info = FirebaseInfo(bucket_name=bucket_name,
experiment_info = ExperimentInfo(name='first exp', fb_info=fb_info)
recorder = ExperimentRecorder(experiment_info)

callbacks = [recorder]

history =, y_train,
                    callbacks=callbacks,    # pass the callbacks

Running the example included in this repository

python examples/ --bucket-name --credential-path ~/Desktop/Dev/keys/keras-experimen

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