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florpi / GraphCosmologyNetwork

Graph Neural Network implementation to study the Galaxy-Halo connection.
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Sacred & TensorBoard for Networks #6

Open Christovis opened 5 years ago

Christovis commented 5 years ago

Rewrite models (sklearn and pytorch, order according to priority) to utilize sacred and tensorboard for management of experiments.

Christovis commented 5 years ago

As far as I understood Sacred now, it is too restrictive, a thing that is discussed in detail also here. What I mean by 'restrictive' is: a) Experiment settings have to be defined in a static way within the python script containing the experiment, e.g. it is not possible to do it in a dynamical way and have one python script loading the configuration for different ML-models without loosing sacrets benefits. b) is there another option to avoid using https://mlab.com/ ? c) ...